23 photos show the key moments of Trump’s impeachment so far
by James Pasley, Business Insider US- Congress’ impeachment inquiry looking into allegations of wrongdoing by President Donald Trump is hitting its stride.
- The inquiry centers around whether Trump’s attempts to get Ukraine to investigate former Vice President Joe Biden and his son Hunter amount to an impeachable offense.
- Three witnesses have given public testimony so far – Bill Taylor, acting US ambassador to Ukraine; George Kent, deputy assistant secretary for Europe and Eurasian affairs; and Marie Yovanovitch, former US ambassador to Ukraine. Several more are scheduled to give testimony this week.
- Visit Business Insider’s homepage for more stories.
Trump’s impeachment inquiry is well underway.
The House of Representatives is investigating whether President Donald Trump pressured Ukraine’s president to investigate former Vice President Joe Biden and his son Hunter, by threatening to withhold $400 million in military aid.
Hearings hit television for the public to watch last week, and witnesses and questioners are under intense scrutiny.
So far, three witnesses have given televised testimony – Bill Taylor, acting US ambassador to Ukraine; George Kent, deputy assistant secretary for Europe and Eurasian affairs; and Marie Yovanovitch, former US ambassador to Ukraine. At least nine more are scheduled so far in the weeks to come.
Democrats are hoping the publicized hearings will convince the public that Trump should be impeached. Republicans are trying their best to distract and make the case that Trump should stay in office.
Here’s a look at the process so far, in photos.
On September 24, House Speaker Nancy Pelosi announced Congress was launching an impeachment inquiry to look into an anonymous complaint that accused President Donald Trump of pressuring Ukrainian President Volodymyr Zelensky. She said Trump’s actions had betrayed his oath as president, national security, and the integrity of US elections.
Source: PRI
Trump was accused of withholding $400 million in military aid unless Ukraine investigated former Vice President Joe Biden and his son Hunter for corruption. The two leaders happened to meet at the UN on September 25.
Sources:Business Insider, Business Insider
That same day, the White House released a memo detailing the call. It showed Trump told Zelensky the US did “a lot for Ukraine,” and the phrase, “I would like you to do us a favor though.”
The impeachment inquiry began behind closed doors, much to Republicans’ chagrin. Democrats said they began with confidential testimonies to maintain the integrity of the investigation. Explosive information still leaked out, though.
Sources: PRI, Business Insider, The New York Times
On October 23, tensions boiled over, when a group of 30 Republicans stormed a closed-door meeting, and delayed testimony by five hours over safety concerns.
Sources: Washington Post, Business Insider
On October 31, the House of Representatives voted 232-196 in favor of formalizing the impeachment inquiry. This meant the next stage of the proceedings would be outlined, and included the plan to make the hearings public. Trump tweeted that it was “The Greatest Witch Hunt in American History.”
Sources: Business Insider, CNBC
On November 13, the hearings went public. This raised the stakes. When former President Richard Nixon’s impeachment was televised, 80% of America tuned in for at least some of the hearing.
Sources: PRI, The New York Times
By televising the hearings, the Democrats were giving the public a direct look at the key figures, the process, and the allegations, hoping it would sway the public to support impeaching the president.
Source: Business Insider
Rep. Adam Schiff heads the House Intelligence Committee and is playing a key role in the proceedings. The Washington Post described his methodical approach as bringing a “prosecutor’s sensibility” to the role, by staying calm and refusing to be baited.
Sources: The Atlantic, The Washington Post
The public hearings began with Bill Taylor, the acting US ambassador to Ukraine. Taylor confirmed the quid pro quo between Trump and Ukraine, and said in his entire career, spanning decades, he had never seen a president do as Trump had done.
Source: Business Insider
George Kent, a deputy assistant secretary for Europe and Eurasian affairs, gave his testimony alongside Taylor. It focused on former New York Mayor Rudy Giuliani’s attempts to get information about the Bidens from Ukraine. He clarified that it was a personal mission of Giuliani’s to get the damaging information, and not US foreign policy.
Sources: Business Insider, Business Insider
Kent also drew attention for his yellow and blue bow tie, and his 48-ounce Nalgene water bottle.
Source: Business Insider
Republicans used a variety of defenses to confuse and distract during the hearings, including characterizing Taylor and Kent’s testimonies (which were given under oath) as inaccurate hearsay.
Source: Business Insider
Another tactic was calling for the anonymous whistleblower to publicly testify. Rep. Jim Jordan of Ohio, one of the most vocal Republicans during the hearings, said it was a sad day for the country that they would never get a chance to question the whistleblower, whom he described, despite not knowing the person’s identity, as biased against Trump.
Source: Business Insider
Democratic Rep. Peter Welch of Vermont shot back and said, “I say to my colleague, I’d be glad to have the person who started it all come in and testify — President Trump is welcome to take a seat right there.” His response was greeted with laughter.
Source: Business Insider
Former US Ambassador Marie Yovanovitch testified on November 15. She said she was removed from her post because she got in the way of efforts by the Trump administration to get Ukraine to investigate the Bidens. But while Trump said he had lost confidence in her, she said she’d done nothing wrong, and called her ouster a “smear campaign.”
Sources: The Wall Street Journal, PRI
Daniel Goldman, director of investigations for the House Intelligence Committee, was a key interviewer during the hearings, and got the most from Yovanovitch.
Source: Business Insider
He asked her two key questions — had she, in her 33 years as a foreign-service officer, ever had concerns about her job performance, and had she heard of a US president recalling an ambassador based on false allegations. To both she answered, “no.”
Source: Business Insider
Trump’s past and current tweets played a part in the proceedings. As Trump attacked her in real time on Twitter, saying everywhere she went “turned bad,” Yovanovitch was asked how she felt about the tweets.
Sources:Business Insider, Business Insider
She told the committee it was “very intimidating,” to be publicly smeared. Experts told Business Insider’s Eliza Relman that the tweets amounted to witness intimidation.
Sources:Business Insider, Business Insider
Like Kent, Yovanovitch stayed hydrated in her nearly seven hours of testimony.
When Yovanovitch finished her testimony, the audience and some members of Congress broke into applause, which is highly unusual.
Source: Business Insider
At least nine more testimonies are to come, including Vice President Mike Pence’s adviser Jennifer Williams, Lt. Col. Alexander Vindman, former US special representative to Ukraine Kurt Volker, and former NSC staffer Tim Morrison.
Source: Business Insider


Targets two random players. Players drop portals at their location after 8 seconds
Goal is to keep one portal in the middle and one portal on the wall at a marked location
Very important mechanic used to handle some boss mechanics
Get as far away from the raid as fast as possible
Damage to raid reduced by distance
Clear with immunities
Does heavy damage if hit
Unavoidable raid damage
Portal Mechanics
Cannot be targeted. Player will be mind controlled if hit by the add
Periodically use the portals to increase distance between you and the add
Between 70% and 40% HP
Drops seeds that do lethal damage inside 50 yards
Seeds are dropped in static locations
Assigned players will pick up seeds and bring them to drop spot via portal
All players will go to opposite side of room
Giant sword that periodically drags players towards it very quickly
All players within 25 yards will take lethal damage
Use portals to increase range from the sword
You should use the portal just as the cast is ending to be safe


Jim Plank
Files
General Comments
In general, I was satisfied with the exam. Although it may have put you
into a slight panic, there was enough time to at least answer each
question competently.
I suggest that you go over all of the files above. In particular, if
you missed any points on a question, you should look at the
correct answer.
Look at the histogram files above, and the plots below to get a sense
of how you did in comparison to the rest of the class.
Assigning Grades
In assigning grades, I first like to set the basic competence level.
I expected everyone to be able to do the following:
- Get questions 1-3 completely correct. That's 9 points.
With the exception of knowing
what hexidecimal is, this question is one that you should have been
able to answer correctly coming out of CS102.
I did not expect so many people to
miss question 3.
- Get question 4. I also expected most to get question 5. I expected
confusion on questions 6 and 7. Call it 6 points for these four.
- I expected everyone to get question 8, and eveyone to get at least
three points on question 9. I figured that the other two would
confuse a little. That's 7 more points for these four questions.
- I expected many people to be confused with questions 12-14, but I
hoped that at the very least, the answer b on 12, and
c on 14 would jump out at you. Call it six points.
- I honestly expected everyone in the class to get question 15, and
be able to do it in five minutes. If you did not get this question,
you should consider yourself behind in this class, and you should
practice writing little programs that do things like this one.
Again, this is basically CS102 material. I expected 10 points out
of this one.
- Here, I expected panic, but I held your hand through the question,
certainly enough to get:
- 2 points for variable declarations
- 1 point for error checking argc
- 2 points for setting n and error checking (note, this
does not assume that you did the error checking
correctly)...
- 1 point for calling fopen()
- 2 points for calling malloc()
- 1 point for calling new_inputstruct()
- 2 points for having an input loop that ends on n
elements.
- 1 points for having a loop to write the output.
That's 12 points for just filling in the slots of the answer sheet,
without even understanding how to do the program too well.
That makes 51 points, which I will set as the B level. If you are below
this, or if you missed any of the above points, you should review the material
that you missed.
With that in mind, here are the letter grades that I would assign to the test
scores:
- 75 and above: A+
- 67 to 74: A
- 60 to 67: B+
- 51 to 59: B
- 45 to 50: C+
- 40 to 44: C
- 30 to 39: D
- Under 30: F
General Data
Exam Score Histogram
Tukey Plots
Tukey plots are kind of wierd, but give you a good deal of information
in a small amount of space. The way they go is:
- The line goes from the worst score to the best score.
- The box goes from the first quartile (i.e. 25% of the scores are
at or worse than the score at the bottom of the box) to the
third quartile ((i.e. 25% of the scores are
at or better than the score at the top of the box).
- The dot is the mean (average) of all scores.
- The little hash marks in the box is the median score (this is the
score in the middle -- half are greater or equal to this score, and
half are less than or equal to this score).


For a better understanding of JPdfUnit there are some architectural diagramms.
back
1. the core framework
2. PDFBox Integration
3. big picture
4. usage scenarios
4.1. MyTest extends PdfTestCase
4.2. MyTest uses the PdfTester
4.3. Working with the DocumentTester
The first one is a core class diagramm. The DocumentTester class is the
central class of the core framework. This class implements the Assertion
interfaces and holds Document and Content. The Document interface provides
the possibilities to get generell information about the document like number
of pages or the author. The Content interface allows to search the document
for specific text. This can be realized via simple text Strings or even via
regular expressions. These two objects are created via the DocumentFactory.
The DocumentTestCase class works with a DocumentTester an provides the user simple
assert methods. The Assertion interfaces are separated in assertions concerning
the Document (MetaDataAssertion) and the Content (ContentAssertion) which
allows the user to search the document for specific text. This can be realized
via simple text Strings or even via regular expressions.
top
picture 1 : the core framework
As pdf library PDFBox is used as an api for pdf document access in this testing framework. For a possible exchange of this
we used an adapter. The core of the adapter represents the PdfBoxAnalyser class. This class extends the PDFTextStripper class
of the PDFBox and works with the PDDocument and the PDDocumentInformation classes of the PDFBox too for a maximum of information
about the pdf document. The gained informations and functionality are provided to the user via two interfaces Document and Content
which are implemented by the PdfBoxDocumentAdapter and the PdfBoxContentAdapter and so thematically seperated.
top
picture 2 : the framework and pdfbox
Finally there is a complete framework overview. Some more classes are added even the Enum and Exceptions which could be
thrown at runtime. The DocumentFactoryException can be thrown at runtime while instanciating a new Factory.
The DocumentDataSource and the PdfDataSource are responsible for the correct sources for working
with the DocumentTestCase class. The TextSearcher its subclasses and the TextSearchType working for the DocumentTester.
They are used in the different assert methods to define the kind of searching the text within the document.
top
picture 3 : framework overview
The easiest way to use jpdfunit is to make your test class extend the
DocumentTestCase class. Now you need to create a test class like OIOTest.
DocumentTestCase extends the JUnit TestCase class and does setUp and tearDown for
you. There is just one method which has to be implemented the getDataSource().
top
picture 4 : extend the testcase
The other possibility to work with the DocumentTester class. This class is the core of the framework and offers the user
the hole functionality. The best practice is to override the standard JUnit setUp() method and creating there a DocumentTester
with your pdf as parameter for the constructor. After this inital step execute the desired operation on your pdf file.
Do not forget to close the document of your DocumentTester in the teardown() method.
top
picture 5 : do not extend the testcase
Here is another idea to generate possible value of JPdfUnit. You can use the DocumentTester indepentent to JUnit.
So you can get all the Informations as to content and the document via the interfaces Document and Content with
your DocumentTester. Of course you can not use the assert methods of the DocumentTester because they need the JUnit
framework. So only use the functionallities which are provided by the Document and Content interfaces.
top
picture 6 : working with the DocumentTester


Example 1
The service running on the remote host on TCP port 1521 is accessible by connecting to 10521 on the SSH client system.
Command line:
ssh -L <IP_ADDRESS>:10521:<IP_ADDRESS>:1521<EMAIL_ADDRESS>~/.ssh/config:
LocalForward <IP_ADDRESS>:10521 <IP_ADDRESS>:1521
Example 2
Same thing, but other hosts on the same network as the SSH client can also connect to the remote service (can be insecure).
Command line:
ssh -L <IP_ADDRESS>:10521:<IP_ADDRESS>:1521 <IP_ADDRESS>
~/.ssh/config:
LocalForward <IP_ADDRESS>:10521 <IP_ADDRESS>:1521
Example 3
In this example, <IP_ADDRESS> is a host that’s accessible from the SSH server. We can access the service it’s running on TCP port 1521 by connecting to 10521 on the SSH client.
Command line:
ssh -L <IP_ADDRESS>:10521:<IP_ADDRESS>:1521 <IP_ADDRESS>
~/.ssh/config:
LocalForward <IP_ADDRESS>:10521 <IP_ADDRESS>:1521


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How often do you think of reading a book again? Very few of us have a tendency to read a book all over again. Mostly it is lying here and there with a coat of dust. We once read a book completely, it becomes an ignorable entity to us while someone out there may need it more than us. Then why not help those who need it more and make a few bucks at the same time!! Sell them off. Or else if you feel that you may need the book sometime you can put it for rent as well. Also, you need not to worry as we have covered all the security norms to make you feel safe while giving your book to someone else.
Books always tells the same story whether you are first or tenth reader of the book, that's why books are special. Then why not rent or buy a book from someone rather than purchasing a new copy. Whenever you go to purchase a new copy it increases demand of books and to fulfill this demand more trees are cut down. And trees being the factor of replenishment of oxygen in the atmosphere are something which we should consider to save at any cost. Not everybody participates in the "cut 1 and plant four trees" type of policies but they can add to it by reducing the demand of pages that is by reusing the books.
Book bank have the facility for all students to get books within an educational unit. The Books from the Book Bank are issued for the whole year or each semester. Student members can issue books for whole year or semester. And after the books are returned back to the system books are refurbished and then recirculated to the new batch. It has many benefits over the current system as it reduced the cost of having the books for education and also it saves the wastage of books i.e papers which are made from cutting down of trees.
If you want us to come to your school and if you really feel that there should be a book bank system in your school, then talk to one of our specialised agents. Provide them all the details and we'll do our best to establish a book bank at your school.


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CHAPTER 52D
POLICE DEPARTMENTS
Section
52D-1 Police commission
52D-2 Chief of police
52D-3 Powers and duties of chief of police
52D-3.5 Reports to legislature
52D-4 Ex officio coroner
52D-5 Powers of chief of police outside own county
52D-6 Police force; employees
52D-7 Traffic control surrounding school premises
52D-8 Police officers; counsel for
52D-9 Determination of scope of duty
52D-10 Disposition of found, stolen, or unclaimed property
52D-11 Reports by common carriers and court clerks
52D-12 Duty of police officer to owner
52D-13 Orders of retention
52D-14 Duty and right of finders
52D-15 Off-duty police officers; benefits for personal
Injuries
52D-16 Domestic violence policies; standard of conduct
policies
Cross References
Emergency use of private real property, see chapter 135.
Forensic identification, see chapter 844D.
Juvenile crime prevention bureau, see §§571-71 to 74.
Peer support counseling; sessions, see §78-52.
Retention of emergency 911 recordings, see §46-1.7.
Safe place for newborns, see chapter 587D.


Security agents performed poorly in Bayelsa, say observers
By Emmanuel Oladesu
Coalition of Civil Society Election Observers Group ((CCSEOG) yesterday said security agencies did not live up to expectation during the Bayelsa State governorship poll.
The group doubted if the outcome of the exercise reflected the aspirations of voters, adding that the results should be cancelled.
Its Chairman, Olufemi Lawson, told reporters in Lagos that thugs and hoodlums were on rampage on poll day, thereby violating the integrity of the process.
“We are miffed at the inability and failure of security agencies to intervene or try to stop hoodlums from perpetrating violence, especially in the snatching of ballot boxes and disruption of collation process at polling units, as most of the security personnel ran for their lives, leaving voters, INEC officials and observers at the mercy of rampaging mobs,” he said.
Lawson urged the international community to consider appropriate sanctions, including Visa ban, for perpetrators of election violence and their sponsors.
He hailed the umpire for what he described as improved commitment towards logistics deployment and poll commencement, saying that they were timely in most voting locations.
Read Also: Polls: PDP calls for UN, EU, AU sanctions
Lawson condemned attacks on reporters and electoral observers, vote buying and violence, stressing that these indications underscored the militarisation of the process.
Chiding security agencies for partiality, he said soldiers and policemen in Ognis prevented agents of some political parties from entering the collation centres.
He alleged that the council chairman, Ebinyo Turner, and House of Assembly member, Munaleyefa Gibson were arrested by the police.
“The large presence of security officials did not deter thugs from instigating and perpetrating violence. We witnessed politicians coming to polling stations with masked thugs, who instantly snatched ballot boxes and chased away voters,” Lawson said.


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without any possibility of return.
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Coconut offers the aroma of paradise. The fruit of the coconut palm is a delicious ingredient of macaroons and piña coladas. Coconut oil is produced when the coconut meat is removed from the outer hard shell and pressed. Lately, coconut oil is being touted as a panacea for all sorts of ailments, from indigestion to asthma to autism. Now, some are suggesting a link between coconut oil and hair growth, but is there any truth to these claims?
Can taking coconut oil stimulate new hair growth? The short answer is: no. At this time, there are no studies from any credible sources that prove that coconut oil can restore your hair.
“A lot of people put coconut oil on their skin for tanning,” says Dr. David Belk, an internist practicing in Alameda, California.
“People have hair follicles all over their bodies,” he explains. “If coconut oil really did promote hair growth, I could only imagine that more than a few of them would complain of hirsutism (excessive body hair) if they spread coconut oil on their bodies. This is what happens to people who put minoxidil (Rogaine) on their bodies or take it in pill form.”
While coconut oil may not get you a healthy head of hair, there are a number of promising new drugs currently testing phase. At this time, however, only two drugs have been approved by the U.S. Food and Drug Administration (FDA) to treat hair loss.
The National Institutes of Health (NIH) reports that minoxidil, a topical application, slows balding and stimulate hair growth. It’s most effective for men younger than age 40 who have receding hairlines, rather than men who are totally bald. It can also be used by women and children who have lost their hair due to alopecia or chemotherapy.
Finasteride, in pill form, is used to treat male-pattern hair loss by blocking the hormone that causes hair loss in men. Finasteride can be used only by men.
Lauric acid is the primary saturated fat in coconut oil. Lauric acid is also found in palm kernel oil, breast milk, and in sebum, which our bodies produce naturally.
When used topically, studies show that lauric acid can slow the growth of certain types of harmful bacterial, fungi, and viruses. Lauric acid also has anti-inflammatory properties. As a result, coconut oil offers a number of benefits to our skin.
Researchers at the Makati Medical Center in the Philippines have found that lauric acid is both effective and safe as a skin moisturizer. In addition to being a good (and good-smelling) skin moisturizer, coconut oil is a natural pre-shampoo conditioner for hair.
A growing body of research indicates that lauric acid is effective as an antibacterial and anti-inflammatory agent for treating acne. A 2009 study suggests that lauric acid might be used as an alternative to antibiotics for acne.
If you have eczema or psoriasis, coconut oil offers the dual benefits of a moisturizer and as an agent to fight the spread of staph infections. These often accompany psoriasis, eczema, and related skin conditions.
Coconut oil is a great moisturizer. It’s also proving effective as an antibacterial agent. So for now, slather your skin with that rich coconut oil. But if you’re looking for new hair growth, it’s probably a waste to put coconut oil on your head. If you want to try coconut oil, look for products labeled as virgin, organic, or cold pressed.
Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts.
Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts.
Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts.
Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts.
Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts.
Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts.


Follow Motivational & Positive Accounts
You always come first. With social media being over judgemental and very hard to follow these days, make sure that you still have a good environment for yourself. With that said, follow positive accounts that leave no negative impact on you and make you feel better about yourself.
Pledge to Be Kind to People Online
It doesn't matter if it's online or in real life, everyone should be nice to each other regardless of where and when. Pledge to be kind, and be forgiving of others, even if they are the one making hasty comments, for example.
Send Your Friend a Random Kind Message
Now, you are probably aware of this since you communicate with your friends or relatives on social media sites already. But, be sure to remind others of how much you appreciate them or maybe send a random message asking them about how their day is going.
Start the Day with Inspiring News
Some of us aren't really good at waking up early at 6 a.m. and have the spirit of "rise and shine". However, you could be the one to lift up someone's spirit with their morning by posting a positive and inspiring story, hoping to wake them up.
Send a Thank You Email to a Non-profit Organization
Non-profit organizations work hard to maintain their work and integrity within their program. So drop by and send them a "thank you" message about the great work that they're doing to keep them feeling encouraged about the things that they're doing.
Befriend Random Strangers in Need of Emotional Help
Okay, maybe not COMPLETE strangers (because of creeps on the Internet), but mutual friends, and befriend them to talk about the troubles that they may have. Sometimes, you just need a complete, non-biased opinion/insight on the struggles that you're having. Some apps that could help with that is 7 Cups of Tea.
Send Out e-cards for Relatives/friends/colleagues on Special Occasions
Thanksgiving, bithday, Christmas, Halloween, Pie Day, it doesn't really matter what, but as long as you carry out these e-cards, that is all that matters. If you have families and relatives far away, this is your easy way to get a chance to send them a card and celebrate those memorial occasions together.
Volunteer For an Online Organization
If you search up organizations that are hosted online, you'd be suprised at how many things are going on at once. You can start off with something easy such as DoSomething organization, and sign a petition to end a horrible doings.
Reconnect with an Old Friend Online
The online is basically place where everyone can connect automatically, but why not use this to your advantage and stalk (find) your old friends from elementary school and reconnect? Try to see how they're doing by sending a nice message and see where that takes you. :)


Availability : In stock
Product Code : #4657
Tags : Fashion, Hood, Classic
Sleek, polished, and boasting an impeccably modern fit, this blue, 2-but- ton Lazio suit features a notch lapel, flap pockets, and accompanying flat front trousers—all in pure wool by Vitale Barberis Canonico.
- Dark blue suit for a tone-on-tone look
- Regular fit
- 100% Cotton
- Free shipping with 4 days delivery


--- layout: post index: 12 tags: Grindlheim title: Assorted Impressions excerpt: "In today's update, we're not focusing on any specific area of Grindlheim. Instead, I have brought along a number of different pictures, which reveal you new perspectives and views of previously not shown small areas and buildings from all over Grindlheim." reddit: "https://www.reddit.com/r/PlanetCoaster/comments/ijgep0/new_update_on_grindlheim_this_time_i_brought/" shyguys-world: "https://www.shyguysworld.com/index.php/topic,21251.30.html#msg482701" number-of-images: 18 image-descriptions: - In the first two images we check out the ice cream shop called Ruborts Eisbude. - It is located next to the entrance plaza but on a different, higher level. - Of course Grindlheim also has a souvenir shop. - - It is situated next to the first launch of K'aros. - The next few images show you some new perspectives on K'aros. - - - - - - - Here we are at the village plaza where the entrance to the queue line of Ri'kh is located. - All the barrels in Grindlheim were produced here at Tohru's barrel factory. - Right next to it the family also opened a donut bakery. - The entrance to Ri'kh's queue is located at the bottom of this picture. ---
With the previous updates, I already presented you the main key-areas of Grindlheim. But there are still some smaller areas and buildings left that you have not seen yet. With today's update, I want to show you some of those areas and also present some new perspectives. That's why for today, I only brought along a set of assorted images. Please check out the gallery below to view them. That's basically it for today. Please stay patient for a bit longer for the final video and the workshop release .


son_editor.apis package¶
son_editor.apis.catalogue_functionsapi module¶
Created on 22.07.2016
@author: Jonas
-
class
son_editor.apis.catalogue_functionsapi.
Function
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
Resource methods for specific function descriptors
-
delete
(ws_id, catalogue_id, vnf_id)¶ Deletes a function
Deletes a function in the project or catalogue by its id
-
get
(ws_id, catalogue_id, vnf_id)¶ Get a specific function
Gets a specific function information by its id
-
methods
= ['DELETE', 'GET', 'PUT']¶
-
put
(ws_id, catalogue_id, vnf_id)¶ Updates a function
Updates a function in the project or catalogue by its id
-
-
class
son_editor.apis.catalogue_functionsapi.
Functions
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
Resource methods for all function descriptors of this directory
-
get
(ws_id, catalogue_id)¶ List all functions
Lists all available functions in the given project or catalogue.
-
methods
= ['GET', 'POST']¶
-
post
(ws_id, catalogue_id)¶ Creates a new function
Creates a new function in the project or catalogue
-
son_editor.apis.catalogue_servicesapi module¶
Created on 22.07.2016
@author: Jonas
-
class
son_editor.apis.catalogue_servicesapi.
Service
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
delete
(ws_id, catalogue_id, service_id)¶ Delete the Service
Deletes the service from the Project or Catalogue
-
get
(ws_id, catalogue_id, service_id)¶ Return a specific Service
Returns the referenced service from the Project or catalogue
-
methods
= ['DELETE', 'GET', 'PUT']¶
-
put
(ws_id, catalogue_id, service_id)¶ Update the service
Updates the referenced service in the catalogue
-
-
class
son_editor.apis.catalogue_servicesapi.
Services
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
Api Methods for all services in this resource
-
get
(ws_id, catalogue_id)¶ Get a list of all Services Returns a list of all services available in this resource
-
methods
= ['GET', 'POST']¶
-
post
(ws_id, catalogue_id)¶ Create a new Service
Publishes a new Service in the catalogue
-
son_editor.apis.cataloguesapi module¶
Created on 18.07.2016
@author: Jonas
-
class
son_editor.apis.cataloguesapi.
Catalogue
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
delete
(ws_id, catalogue_id)¶ Deletes a specific catalogue
Deletes a catalogue by its id
-
get
(ws_id, catalogue_id)¶ Gets a specific catalogue
Gets a specifc catalogue by its id
-
methods
= ['DELETE', 'GET', 'PUT']¶
-
put
(ws_id, catalogue_id)¶ Updates a specific catalogue
Updates a specific catalogue by its id
-
-
class
son_editor.apis.cataloguesapi.
Catalogues
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
get
(ws_id)¶ Lists catalogues
Lists catalogues in a specific workspace
-
methods
= ['GET', 'POST']¶
-
post
(ws_id)¶ Creates a new service catalogue
Creates a new service catalogue in the specific workspace
-
son_editor.apis.configapi module¶
-
class
son_editor.apis.configapi.
Configuration
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
Web configuration
-
get
(*args, **kwargs)¶
-
methods
= ['GET', 'POST']¶
-
post
(*args, **kwargs)¶
-
-
son_editor.apis.configapi.
authenticate
()¶ Sends a 401 response that enables basic auth
-
son_editor.apis.configapi.
check_auth
(username, password)¶ This function is called to check if a username / password combination is valid.
-
son_editor.apis.configapi.
requires_auth
(f)¶
son_editor.apis.gitapi module¶
-
class
son_editor.apis.gitapi.
GitClone
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
methods
= ['POST']¶
-
post
(ws_id)¶ Clones projects into the workspace
-
-
class
son_editor.apis.gitapi.
GitCommit
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
methods
= ['POST']¶
-
post
(ws_id)¶ Commits and pushes changes
-
-
class
son_editor.apis.gitapi.
GitCreate
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
methods
= ['POST']¶
-
post
(ws_id)¶ Creates a remote repository and pushes a project for it
-
-
class
son_editor.apis.gitapi.
GitDelete
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
delete
(ws_id)¶ Deletes a remote repository
-
methods
= ['DELETE']¶
-
-
class
son_editor.apis.gitapi.
GitDiff
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
methods
= ['POST']¶
-
post
(ws_id)¶ Retrieves the current diff of the project directory
-
-
class
son_editor.apis.gitapi.
GitInit
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
methods
= ['POST']¶
-
post
(ws_id)¶ Initializes a repository in the given project
-
-
class
son_editor.apis.gitapi.
GitList
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
get
(ws_id)¶ Lists remote repository information
-
methods
= ['GET']¶
-
son_editor.apis.misc module¶
son_editor.apis.nsfslookup module¶
Created on 22.07.2016
@author: Jonas
-
class
son_editor.apis.nsfslookup.
FunctionLookup
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
get
(ws_id, project_id, vendor, name, version)¶ Retrieves a virtual network function by vendor name version
Finds a specific virtual network with given vendor / name / version
-
methods
= ['GET']¶
-
son_editor.apis.platformsapi module¶
Created on 18.07.2016
@author: Jonas
-
class
son_editor.apis.platformsapi.
Platform
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
delete
(ws_id, platform_id)¶ Delete Platform
Deletes a service platform by its id
-
get
(ws_id, platform_id)¶ Get service Platform
Retrieves a service platform by its id
-
methods
= ['DELETE', 'GET', 'PUT']¶
-
put
(ws_id, platform_id)¶ Update platform
Updates a service platform by its id
-
-
class
son_editor.apis.platformsapi.
PlatformServices
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
methods
= ['POST']¶
-
post
(ws_id, platform_id)¶ Upload a service package
Packages and uploads a network service to the platform
-
-
class
son_editor.apis.platformsapi.
Platforms
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
get
(ws_id)¶ List platforms
Lists all service platforms in the given workspace
-
methods
= ['GET', 'POST']¶
-
post
(ws_id)¶ Create a new service platform
Creates a new service platform in the given workspace
-
son_editor.apis.project_functionsapi module¶
Created on 22.07.2016
@author: Jonas
-
class
son_editor.apis.project_functionsapi.
Function
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
Resource methods for specific function descriptors
-
delete
(ws_id, project_id, vnf_id)¶ Deletes a function
Deletes a function in the project or catalogue by its id
-
get
(ws_id, project_id, vnf_id)¶ Get a specific function
Gets a specific function information by its id
-
methods
= ['DELETE', 'GET', 'PUT']¶
-
put
(ws_id, project_id, vnf_id)¶ Updates a function
Updates a function in the project or catalogue by its id
-
-
class
son_editor.apis.project_functionsapi.
FunctionUpload
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
static
delete
(ws_id, project_id, vnf_id, filename)¶ Delete VNF Image
Delete the VNF Image by file name
Parameters: - ws_id – The workspace ID
- project_id – The project ID
- vnf_id – The VNF ID
- filename – The filename to delete
Returns:
-
methods
= ['DELETE']¶
-
static
-
class
son_editor.apis.project_functionsapi.
Functions
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
Resource methods for all function descriptors of this directory
-
get
(ws_id, project_id)¶ List all functions
Lists all available functions in the given project or catalogue.
-
methods
= ['GET', 'POST']¶
-
post
(ws_id, project_id)¶ Creates a new function
Creates a new function in the project or catalogue
-
-
class
son_editor.apis.project_functionsapi.
PrivateFunction
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
get
(ws_id, project_id, vnf_id)¶ Publish function to private
Publishes the function to the workspace wide catalogue
Parameters: - ws_id – The Workspace ID
- project_id – The Project ID
- vnf_id – The VNF ID
Returns: dict with “message” property
-
methods
= ['GET']¶
-
son_editor.apis.project_servicesapi module¶
Created on 22.07.2016
@author: Jonas
-
class
son_editor.apis.project_servicesapi.
PrivateService
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
Private service publishing method
-
get
(ws_id, project_id, service_id)¶ Publish service to private
Publishes the service to the workspace wide catalogue
Parameters: - ws_id – The Workspace ID
- project_id – The Project ID
- service_id – The Service ID
Returns: A dict with a “message” property.
-
methods
= ['GET']¶
-
-
class
son_editor.apis.project_servicesapi.
Service
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
delete
(ws_id, project_id, service_id)¶ Delete the Service
Deletes the service from the Project or Catalogue
-
get
(ws_id, project_id, service_id)¶ Return a specific Service
Returns the referenced service from the Project or catalogue
-
methods
= ['DELETE', 'GET', 'PUT']¶
-
put
(ws_id, project_id, service_id)¶ Update the service
Updates the referenced service in the project or in the catalogue or platform
-
-
class
son_editor.apis.project_servicesapi.
Services
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
Api Methods for all services in this resource
-
get
(ws_id, project_id)¶ Get a list of all Services Returns a list of all services available in this resource
-
methods
= ['GET', 'POST']¶
-
post
(ws_id, project_id)¶ Create a new Service
Creates a new Service in this project or publishes it in the catalogue or platform
-
son_editor.apis.projectsapi module¶
Created on 18.07.2016
@author: Jonas
-
class
son_editor.apis.projectsapi.
Project
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
-
delete
(ws_id, project_id)¶ Delete project
Deletes the project by its id
-
get
(ws_id, project_id)¶ Retrieves project
Gets information of a given project
-
methods
= ['DELETE', 'GET', 'PUT']¶
-
put
(ws_id, project_id)¶ Updates a project
Updates the project by its id
-
son_editor.apis.schemaapi module¶
-
class
son_editor.apis.schemaapi.
Schema
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
Single schema retrieval
-
get
(ws_id, schema_id)¶ Get schema
Returns the requested schema from the schema_master at schema_index from this workspace
Parameters: - ws_id – The workspace ID
- schema_id – Either “ns” or “vnf”
Returns: The requested schema
-
methods
= ['GET']¶
-
-
class
son_editor.apis.schemaapi.
Schemas
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
Get all schemas for this server
-
get
(ws_id)¶ List Schemas
Returns a list of all schemas configured for this server
Parameters: ws_id – The workspace ID Returns: A list of schemas
-
methods
= ['GET']¶
-
son_editor.apis.userserviceapi module¶
-
class
son_editor.apis.userserviceapi.
Information
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
User information
-
static
get
()¶ User Information
Returns github information about the current user
-
methods
= ['GET']¶
-
static
son_editor.apis.workspacesapi module¶
Created on 18.07.2016
@author: Jonas
-
class
son_editor.apis.workspacesapi.
PrivateFunctions
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
List functions of private Catalogue
-
get
(ws_id)¶ List private Catalogue functions
Lists all functions in the Private workspace wide catalogue
-
methods
= ['GET']¶
-
-
class
son_editor.apis.workspacesapi.
PrivateServices
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
List Services of private Catalogue
-
get
(ws_id)¶ List private Catalogue services
Lists all services in the Private workspace wide catalogue
-
methods
= ['GET']¶
-
-
class
son_editor.apis.workspacesapi.
Workspace
(api=None, *args, **kwargs)¶ Bases:
flask_restplus.resource.Resource
Methods for a single workspace resource
-
delete
(ws_id)¶ Delete workspace
Deletes a specific workspace by its id
-
get
(ws_id)¶ Get workspace
Gets information about a specific workspace
-
methods
= ['DELETE', 'GET', 'PUT']¶
-
put
(ws_id)¶ Update workspace
Updates a specific workspace by its id
-


general_depth_subset
Syntax
[subobject] = general_depth_subset(object,zrange)
[subobject] = general_depth_subset(object,zrange,depth_list)
Description
[subobject] = general_depth_subset(object,zrange)
subsets object
by depth-range zrange
; where object
is a struct created by any of the _build
functions in ocean_data_tools (e.g. argo
, cruise
, hycom
, mercator
, woa
, wod
). The default depth-variable used to subset is 'depth'
. zrange
is a 2-element vector e.g. zrange=[0 200]
in meters or dbar. Order does not matter, but the sign convention should be the same as the depth variable in object
.
[subobject] = general_depth_subset(object,zrange,depth_list)
enables the user to specify one or more depth variables (instead of using default 'depth'
) e.g. depth_list = {'pressure'}
or depth_list = {'pressure','z','depth','depth_vke'}
.
subobject
is a struct which is structurally identical to object
but contains only data within the specified depth range. In other words, profiles within object
have been truncated.
Example 1
% Build a uniform struct from HYCOM and plot a temperature section:
[hycom] = model_build_profiles(source,date,variable_list,xcoords,ycoords,zgrid);
general_section(hycom,'water_temp','lat','depth',1,1)
% Subset to upper 450 meters and replot the temperature section:
[hycom] = general_depth_subset(hycom,[-450 0]);
general_section(hycom,'water_temp','lat','depth',1,1)


I am a senior researcher at Tencent Cloud AI working on Natural Language Processing. I earned my PhD degree at Peking University in 2021 where I was advised by Zhifang Sui and Baobao Chang. During my PhD, I had wonderful experiences interning at or visiting Microsoft Research (Beijing and Redmond) and Toyota Technological Institute at Chicago (TTIC). I am based in Beijing.
Previously my research experiences cover Natural Language Generation (e.g. data-to-text, summarization, free-form text, stories), Information Extraction (e.g. relation extraction, knowledge base population) and Robustness of NLP models. Recently, my research interests switch to the pretraining and alignment of large language models (e.g. dialogue, code, cross-modal, mixture-of-experts models) and dialogue systems (especially multi-turn with long context).
* indicates equal contribution
Large Language Models are not Fair Evaluators
Peiyi Wang, Lei Li, Liang Chen, Dawei Zhu, Binghuai Lin, Yunbo Cao, Qi Liu, Tianyu Liu, Zhifang Sui
[PDF] [bib] [FairEval]
Bi-Drop: Generalizable Fine-tuning for Pre-trained Language Models via Adaptive Subnetwork Optimization
Shoujie Tong*, Heming Xia*, Damai Dai, Tianyu Liu, Binghuai Lin, Yunbo Cao, Zhifang Sui
[PDF] [bib]
RepCL: Exploring Effective Representation for Continual Text Classification
Yifan Song*, Peiyi Wang*, Dawei Zhu, Tianyu Liu, Zhifang Sui, Sujian Li
[PDF] [bib]
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade
Zefan Cai*, Xin Zheng*, Tianyu Liu*, Xu Wang, Haoran Meng, Jiaqi Han, Gang Yuan, Binghuai Lin, Baobao Chang, Yunbo Cao
[PDF] [bib]
DialogQAE: N-to-N Question Answer Pair Extraction from Customer Service Chatlog
Xin Zheng*, Tianyu Liu*, Haoran Meng*, Xu Wang, Yufan Jiang, Mengliang Rao, Binghuai Lin, Zhifang Sui, Yunbo Cao
[PDF] [bib]
Less is More: Rethinking State-of-the-art Continual Relation Extraction Models with a Frustratingly Easy but Effective Approach
Peiyi Wang*, Yifan Song*, Tianyu Liu, Rundong Gao, Binghuai Lin, Yunbo Cao, Zhifang Sui
[PDF] [bib]
SmartSales: Sales Script Extraction and Analysis from Sales Chatlog
Hua Liang*, Tianyu Liu*, Peiyi Wang, Mengliang Rao, Yunbo Cao
[PDF] [bib]
Explicit Interaction Network for Aspect Sentiment Triplet Extraction
Peiyi Wang, Tianyu Liu, Damai Dai, Runxin Xu, Baobao Chang, Zhifang Sui
[PDF] [bib]
First target and opinion then polarity: Enhancing target-opinion correlation for aspect sentiment triplet extraction
Lianzhe Huang*, Peiyi Wang*, Sujian Li, Tianyu Liu, Xiaodong Zhang, Zhicong Cheng, Dawei Yin, Houfeng Wang
[PDF] [bib]
Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion
Shaoxiang Wu, Damai Dai, Ziwei Qin, Tianyu Liu, Binghuai Lin, Yunbo Cao, Zhifang Sui
Association for Computational Linguistics (ACL), 2023
[PDF] [bib] [code]
Enhancing Continual Relation Extraction via Classifier Decomposition
Heming Xia, Peiyi Wang, Tianyu Liu, Binghuai Lin, Yunbo Cao, Zhifang Sui
Findings of Association for Computational Linguistics (ACL), 2023
[PDF] [bib] [code]
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification
Zihan Wang*, Peiyi Wang*, Tianyu Liu, Binghuai Lin, Yunbo Cao, Zhifang Sui, Houfeng Wang
Empirical Methods in Natural Language Processing (EMNLP), 2022
[PDF] [bib] [code]
Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation
Peiyi Wang*, Yifan Song*, Tianyu Liu, Binghuai Lin, Yunbo Cao, Sujian Li, Zhifang Sui
Empirical Methods in Natural Language Processing (EMNLP), 2022
[PDF] [bib] [code]
DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection
Haoran Meng*, Zheng Xin*, Tianyu Liu*, Zizhen Wang, He Feng, Binghuai Lin, Xuemin Zhao, Yunbo Cao, Zhifang Sui
Findings of Empirical Methods in Natural Language Processing (Findings of EMNLP), 2022
[PDF] [bib] [code]
Learning Invariant Representation Improves Robustness for MRC Models
Hai Yu, Liang Wen, Haoran Meng, Tianyu Liu, Houfeng Wang
Findings of Empirical Methods in Natural Language Processing (Findings of EMNLP), 2022
[PDF] [bib]
Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances
Shoujie Tong*, Qingxiu Dong*, Damai Dai, Tianyu Liu, Baobao Chang, Zhifang Sui
International Joint Conference on Artificial Intelligence (IJCAI), 2022
[PDF] [bib] [code]
Hierarchical Curriculum Learning for AMR Parsing
Peiyi Wang*, Liang Chen*, Tianyu Liu, Damai Dai, Yunbo Cao, Baobao Chang, Zhifang Sui
Association for Computational Linguistics (ACL), 2022
[PDF] [bib] [code]
Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues
Qingxiu Dong*, Ziwei Qin*, Heming Xia, Tian Feng, Shoujie Tong, Haoran Meng, Lin Xu, Zhongyu Wei, Weidong Zhan, Baobao Chang, Sujian Li, Tianyu Liu, Zhifang Sui
Association for Computational Linguistics (ACL), 2022
[PDF] [bib] [Leaderboard]
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation
Tianyu Liu, Yizhe Zhang, Chris Brockett, Yi Mao, Zhifang Sui, Weizhu Chen, Bill Dolan
Association for Computational Linguistics (ACL), 2022
[PDF] [bib] [code]
An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling
Peiyi Wang*, Runxin Xu*, Tianyu Liu, Qingyu Zhou, Yunbo Cao, Baobao Chang, Zhifang Sui
North American Association for Computational Linguistics (NAACL), 2022
[PDF] [bib] [code]
A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction
Runxin Xu*, Peiyi Wang*, Tianyu Liu, Shuang Zeng, Baobao Chang, Zhifang Sui
North American Association for Computational Linguistics (NAACL), 2022
[PDF] [bib] [code]
ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs
Liang Chen*, Peiyi Wang*, Runxin Xu, Tianyu Liu, Zhifang Sui, Baobao Chang
Findings of North American Association for Computational Linguistics (Findings of NAACL), 2022
[PDF] [bib] [code]
Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation
Hua Zheng*, Lei Li*, Damai Dai, Deli Chen, Tianyu Liu, Xu Sun, Yang Liu
Findings of Empirical Methods in Natural Language Processing (Findings of EMNLP), 2021
[PDF] [bib] [code]
Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions
Damai Dai, Hua Zheng, Fuli Luo, Pengcheng Yang, Tianyu Liu, Zhifang Sui, Baobao Chang
The 6th Workshop on Representation Learning for NLP (RepL4NLP), 2021
[PDF] [bib] [code]
Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker
Runxin Xu, Tianyu Liu, Lei Li, Baobao Chang
Association for Computational Linguistics (ACL), 2021
[PDF] [bib] [code]
Decompose, Fuse and Generate: A Formation-Informed Method for Chinese Definition Generation
Hua Zheng*, Damai Dai*, Lei Li, Tianyu Liu, Zhifang Sui, Baobao Chang, Yang Liu
North American Association for Computational Linguistics (NAACL), 2021
[PDF] [bib] [code]
Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot Event Classification
Peiyi Wang*, Runxin Xun*, Tianyu Liu, Damai Dai, Baobao Chang, Zhifang Sui
ACM International Conference on Information & Knowledge Management (CIKM), 2021
[PDF] [bib] [code]
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View
Tianyu Liu*, Xin Zheng*, Baobao Chang, Zhifang Sui
AAAI Conference on Artificial Intelligence (AAAI), 2021
[PDF] [bib]
An Anchor-Based Automatic Evaluation Metric for Document Summarization
Kexiang Wang*, Tianyu Liu*, Baobao Chang, Zhifang Sui
International Conference on Computational Linguistics (COLING), 2020
[PDF] [bib]
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference
Tianyu Liu*, Xin Zheng*, Xiaoan Ding, Baobao Chang, Zhifang Sui
Conference on Computational Natural Language Learning (CoNLL), 2020
[PDF] [bib] [Adversarial Datasets]
Discrimatively-Tuned Generative Classifier for Robust Natural Language Inference
Xiaoan Ding*, Tianyu Liu*, Baobao Chang, Zhifang Sui, Kevin Gimpel
Empirical Methods in Natural Language Processing (EMNLP), 2020
[PDF] [bib]
An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks
Lifu Tu*, Tianyu Liu*, Kevin Gimpel
Empirical Methods in Natural Language Processing (EMNLP), 2020
[PDF] [bib] [code]
HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference
Tianyu Liu, Xin Zheng, Baobao Chang, Zhifang Sui
International Conference on Language Resources and Evaluation (LREC), 2020
[PDF] [dataset(google drive)] [dataset(tencent cloud)]
Towards Comprehensive Description Generation from Factual Attribute-Value Tables
Tianyu Liu, Fuli Luo, Pengcheng Yang, Wei Wu, Baobao Chang, Zhifang Sui
Association for Computational Linguistics (ACL), 2019
[PDF] [bib]
Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation
Shuming Ma, Pengcheng Yang, Tianyu Liu, Peng Li, Jie Zhou, Xu Sun
Association for Computational Linguistics (ACL), 2019
[PDF] [bib]
Enhancing Topic-to-Essay Generation with External Commonsense Knowledge
Pengcheng Yang*, Lei Li*, Fuli Luo, Tianyu Liu, Xu Sun
Association for Computational Linguistics (ACL), 2019
[PDF] [bib] [code]
Learning to Control the Fine-grained Sentiment for Story Ending Generation
Fuli Luo*, Damai Dai*, Pengcheng Yang, Tianyu Liu, Baobao Chang, Zhifang Sui, Xu Sun
Association for Computational Linguistics (ACL), 2019
[PDF] [bib] [code]
MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction
Pengcheng Yang, Fuli Luo, Peng Chen, Tianyu Liu, Xu Sun
Association for Computational Linguistics (ACL), 2019
[PDF] [bib]
Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-text Generation: Learning Better Representation for Tables
Tianyu Liu, Fuli Luo, Qiaolin Xia, Shuming Ma, Baobao Chang, Zhifang Sui
AAAI Conference on Artificial Intelligence (AAAI), 2019
[PDF] [bib]
Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention
Fuli Luo, Tianyu Liu, Zexue He, Qiaolin Xia, Baobao Chang, Zhifang Sui
Empirical Methods in Natural Language Processing (EMNLP), 2018
[PDF] [bib]
Phrase-level Self-Attention Networks for Universal Sentence Encoding
Wei Wu, Houfeng Wang, Tianyu Liu, Shuming Ma
Empirical Methods in Natural Language Processing (EMNLP), 2018
[PDF] [bib]
Incorporating Glosses into Neural Word Sense Disambiguation
Fuli Luo, Tianyu Liu, Qiaolin Xia, Baobao Chang, Zhifang Sui
Association for Computational Linguistics (ACL), 2018
[PDF] [bib] [code]
Table-to-text Generation by Structure-aware Seq2seq Learning
Tianyu Liu, Kexiang Wang, Lei Sha, Baobao Chang, Zhifang Sui
AAAI Conference on Artificial Intelligence (AAAI), 2018
[PDF] [bib] [code]
Order-Planning Neural Text Generation From Structured Data
Lei Sha, Lili Mou, Tianyu Liu, Pascal Poupart, Sujian Li, Baobao Chang, Zhifang Sui
AAAI Conference on Artificial Intelligence (AAAI), 2018
[PDF] [bib]
A Soft-label Method for Noise-tolerant Distantly Supervised Relation Extraction
Tianyu Liu, Kexiang Wang, Baobao Chang, Zhifang Sui
Empirical Methods in Natural Language Processing (EMNLP), 2017
[PDF] [bib] [code]
Affinity-Preserving Random Walk for Multi-Document Summarization
Kexiang Wang, Tianyu Liu, Zhifang Sui, Baobao Chang
Empirical Methods in Natural Language Processing (EMNLP), 2017
[PDF] [bib]
Large-scale Simple Question Generation by Template-based Seq2seq Learning
Tianyu Liu, Bingzhen Wei, Baobao Chang, Zhifang Sui
CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC), 2017
[paper] [bib] [code] Best Student Paper
Encoding Temporal Information for Time-Aware Link Prediction
Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui
Empirical Methods in Natural Language Processing (EMNLP), 2016
[PDF] [bib]
Towards Time-Aware Knowledge Graph Completion
Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Baobao Chang, Sujian Li, Zhifang Sui
International Conference on Computational Linguistics (COLING), 2016
[paper] [bib]


After a period of approximately five months taking celexa for social and generalised anxiety disorder, I started to notice that the effects, particularly those concerned with tackling my anxiety disorders gradually started to taper away. Thus making me feel more anxious and self-concious.
My doctor told me this effect is known to occur after a long bout of treatment with celexa, so naturally put me on lexapro which has a similar side effect profile and appears to be of particular benefit to people with anxiety disorders. Because the transition to escitalopram from citalopram was instant, I could feel a noticeable improvement in my symptons by the fourth day (of what is currently a 1 weeks use). I found that my anxiety levels, particularly those concerning my social and general anxiety improved significantly to somewhat about two thirds of what they were before.
The anti-depressant effect seemed to be more prominent on lexapro, in that the 'so what, who cares' mentality seemed to be more noticeable and prominent-when put in comparison to celexa.
I noticed that the side effect profile of celexa and lexapro was pretty similar:- a feeling of wanting to yawn and stretch and a slight distinct 'drugged up' feeling that persists for about a couple of hours. But on the whole, the side effects in my case were easily bearable.
Overall, I feel that lexapro seems to be working well (takes about 3-4 weeks for the full apparent anxiolytic, anti-depressant effect), but it remains to be seen my depression and related anxieties are reduced to an acceptable level.
Experience Reports are the writings and opinions of the individual authors who submit them.
Some of the activities described are dangerous and/or illegal and none are recommended by Erowid.


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| Generated by Epydoc 3.0.1 on Wed Jan 22 13:16:35 2014 | http://epydoc.sourceforge.net |


| Name | Kind | Description |
| elements | attribute | |
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| Encode | operation | # Encode using a type name. The Type class maintain a table of all the # existing types by name. It is possible to use the method to encode # a list of value without having access to a type object. # # Return: a binary buffer |
| encode | operation | # Encode a value or a list of values according to the type. This method # is virtual and each type implementation will have to provide one. # # Return: a binary buffer |
| endianess | attribute | |
| endianness | operation | |
| error_description | operation | # This is the accessor to the error description. The error description is big # string containing one or several lines. During parsing of complex types # errors are propagated to the nesting component. It means that if # you get an error while parsing the field of a record, the error # description will be concatenated in the parent error descriptor. The # total error number of a message must be equal to the number of # errors of the sub-components. # # Parameters: # value - when supplied set the error_description of the message |
| errors | operation | # Read or set the number of parsing errors. |


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‘La Colombe’ In Cape Town Crowned SA’s Best Restaurant
by NT EditorCape Town’s La Colombe has been named South Africa’s top restaurant for 2019.
Thirty restaurants cooked themselves into the running for the Eat Out Mercedes-Benz restaurant awards.
La Colombe scooped the top prize followed by the Test Kitchen and The Restaurant at Waterkloof.
Paternoster’s Wolfgat came in at number four and with the FYN Restaurant clinching the fifth spot.
Four of the top five eating spots are in Cape Town.
SA’s top 10 restaurants:
- La Colombe (Constantia, Cape Town)
- The Test Kitchen (Woodstock, Cape Town)
- The Restaurant at Waterkloof (Somerset West)
- Wolfgat (Paternoster)
- FYN Restaurant (City Bowl, Cape Town)
- La Petite Colombe (Franschhoek)
- Eike (Stellenbosch)
- Salsify (Camps Bay, Cape Town)
- Restaurant Mosaic at The Orient (Elandsfontein, Pretoria)
- Chefs Warehouse at Beau Constantia (Constantia, Cape Town)


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Konidela Kalyan Babu (born 2 September 1971),[3] better known by his stage name Pawan Kalyan, is an Indian film actor, producer, director, screenwriter, writer, and politician. His film works are predominantly in Telugu cinema. He is the younger brother of popular actor turned politician Chiranjeevi. Kalyan made his acting debut in the 1996 Telugu film Akkada Ammayi Ikkada Abbayi. In 1998, he starred in Tholi Prema, which won the National Film Award for Best Feature Film in Telugu for that year.
He is known for his works in the films Gokulamlo Seetha, Suswagatam, Tammudu, Badri, Kushi, Jalsa and Gabbar Singh, for which he received the Filmfare Award for Best Actor – Telugu,[4] and Attarintiki Daredi, which became one of the highest grossing Telugu film of all time.[5] He was listed 26th in the Forbes India list of top 100 Celebrities of 2013.[6] As of 2014, he holds a net worth of ₹185 million (US$2.9 million).[7] He produces films under the banners Anjana Productions and Pawan Kalyan Creative Works.
In March 2014 he ventured into politics, founding the Jana Sena Party.[8][9][10] During that period, Pawan Kalyan was listed by Google as the most searched Indian celebrity politician on Google search.[11]
Kalyan was born to Konidela Venkat Rao and Anjana Devi in Bapatla, Andhra Pradesh.[12] He is the younger brother of Chiranjeevi and Nagendra Babu. He started using the name "Pawan" after a martial arts presentation he organized to demonstrate his training.[13] He holds a black belt in karate.[14]
Pawan Kalyan has been married three times; to Nandini from 1997 to 2007, to Renu Desai from 2009 to 2012 and to Anna Lezhneva since 2013.[15] He has a son Akira, and a daughter Aadhya, with Renu Desai.[15]
Pawan Kalyan is also the uncle of actors Ram Charan, Varun Tej, and Sai Dharam Tej.
Pawan Kalyan entered the Telugu movie industry with the 1996 film Akkada Ammayi Ikkada Abbayi as Kalyan Kumar. His second movie was Gokulamlo Seetha in 1997, which was a remake of the 1996 Tamil film Gokulathil Seethai. This movie was directed by Muthyala Subbaiah and produced by G.V.G. Raju. In 1997, he also appeared in Suswagatham, a remake of the 1997 Tamil film Love Today.
In 1998, Tholi Prema was released and won a National Award and six Nandi Awards.[16] After Tholi Prema, Pawan Kalyan acted in Thammudu, playing the role of a kick boxer. Thammudu was released on 15 July 1999 and was written and directed by P. A. Arun Prasad. Next, he acted in Puri Jagannadh's first directorial venture Badri. In 2001, he was the brand ambassador for Pepsi at the time his brother Chiranjeevi was promoting Coca-Cola.[17]
In 2001, Pawan Kalyan acted in the film Kushi. The film was released on 27 April 2001 and was directed by S. J. Surya, which became a huge hit in that year and eventually turned up as an Industry hit. His next film Johnny, written and directed by Kalyan, released on 26 April 2003. Kalyan also starred in the film, along with Renu Desai. In 2004, his film Gudumba Shankar was released. The film was directed by Veera Shankar and produced by Pawan's brother Nagendra Babu under Anjana Productions banner. The film's script and screenplay were written by Kalyan and he also choreographed three songs in this film and actions scenes were conceived and choreographed by him.[18]
In 2005, the film Balu ABCDEFG, directed by A. Karunakaran was released. This was A. Karunakaran's second film with Pawan Kalyan after Tholi Prema. This film was produced by C. Ashwini Dutt under Vyjayanthi Movies banner. In 2006, Bangaram, directed by Tamil director Dharani was released. Later that year, he appeared in Annavaram, directed by Bhimaneni Srinivasa Rao. Asin, and Sandhya were cast alongside Pawan in the film and the film was produced under Supergood Films. The film was released on 29 December 2006[19] and collected ₹230 million in 3 weeks and ₹300 million (US$4.7 million) in 70 Days.[20][21] The film was a remake of the Tamil film Thirupaachi. Pawan Kalyan also choreographed the song "Neevalle Neevalle" in this film. During March 2006, Pawan Kalyan launched his second directorial venture Satyagrahi, produced by A. M. Rathnam, which would be a tale questioning the atrocities in society. After spending a few months on pre-production by signing with P. C. Sriram and A. R. Rahman, the film was later suddenly shelved.[22]
In 2008, Jalsa, directed by Trivikram Srinivas and produced by Allu Aravind was released on 2 April. This film got the highest First day collection in Telugu film history and was also the first for any regional film in south India in a single state by that time.[23] Jalsa movie turned out to be the Highest Grosser of 2008 in Telugu Cinema.[24]
Puli was written and directed by S. J. Surya and released in 2010. An official announcement was made in the same year that Pawan Kalyan was going to play a small role in a movie about Jesus Christ directed by Singeetam Srinivasa Rao .[25]
In 2011, he appeared in Teen Maar, a remake of Love Aaj Kal, directed by Jayanth C. Paranjee.[26] In 2011, he also appeared in Vishnuvardhan's gangster film Panjaa.[27][28]
In 2012, Pawan Kalyan appeared in Gabbar Singh, a remake of Dabangg, directed by Harish Shankar.[29] The film successfully completed 100 days and stood as the second highest-grossing film of all time in Tollywood.[30][31] After this film, he worked in Puri Jagannadh's Cameraman Ganga Tho Rambabu.
In 2013, he appeared in Trivikram Srinivas's Attharintiki Daaredhi. The film, released on 27 September 2013, faced problems with piracy as half of the movie got leaked to the internet prior to its release.[32] In spite of this Attharintiki Daaredhi was a blockbuster in 2013. The movie completed 100 days in 33 theaters and held the record of the highest grossing film of all time in Tollywood, surpassing the previous record of Magadheera.[33] Later, it was surpassed by Baahubali: The Beginning. Kalyan's next movie was a remake of the Hindi Movie Oh My God. The movie shooting was expected to start on 19 May, but was delayed for various reasons, like finding a heroine. The movie was named Gopala Gopala, with shooting starting on 9 June.[34] It was released on 10 January 2015 and got a positive response. In 2014, a STAR India survey ranked Pawan Kalyan as one of the Top 5 Heroes of India.[35]
In 2012, he donated Rs.500,000 to support Olympic sports shooter Rekha Chalichemala.[36]
In 2013, he reportedly donated Rs.2 million to the Natural Calamity Management Fund for those impacted by the floods at Uttarakhand.[37]
On 14 October 2014, he announced a donation of Rs.5 million to the Chief Minister's relief fund for taking up relief operations in the aftermath of cyclone Hudhud in Andhra Pradesh.[38]
Pawan Kalyan gave 1 lakh rupees to the character artist Pavala Shyamala who suffered from a fatal illness.[39]
On 27 July 2013, he donated 1 lakh rupees to Jesus old age home at Pandurangapuram in Khammam district in Telangana.[40]
Pawan Kalyan helped a biker, Gota Satish Kumar with 5 lakh rupees who lost his legs in an accident.[41]
Pawan Kalyan founded a political party called Jana Sena on 14 March 2014.[42] He wrote a Book Named Ism which is also the Ideology of the Jana sena Party.[43] He met with then BJP Prime ministerial candidate Narendra Modi to discuss the issues related to both the Telugu states and extended his support.[44] Pawan Kalyan campaigned extensively for the Telugu Desam Party and BJP to combine in Andhra and Telangana. His rallies drew what the Deccan-Journal called "huge crowds" in Andhra Pradesh and Telangana.[45]
In November 2016, Pawan Kalyan announced that Jana Sena will contest in the 2019 general elections.[46]
In April 2001, Pawan Kalyan endorsed a cola company. He was the brand ambassador for the Pepsi soft drink in Andhra Pradesh.[48]
In January 2017, Pawan Kalyan agreed to take up the role of the brand ambassador for Hand Loom weavers in Andhra Pradesh and Telangana.[49]
In August 2017, Pawan Kalyan was asked to be the brand ambassador to JEEVAN DAAN, an initiative started for organ donation by government of Andhra Pradesh


References
Anselin, Luc. 1988. Spatial Econometrics: Methods and Models. Vol. 4. Springer Science & Business Media.
———. 2003. “Spatial Externalities, Spatial Multipliers, and Spatial Econometrics.” International Regional Science Review 26 (2): 153–66.
———. 2007. “Spatial Regression Analysis in R–a Workbook.” Center for Spatially Integrated Social Science. http://csiss.org/GISPopSci/workshops/2011/PSU/readings/W15_Anselin2007.pdf.
Anselin, Luc, and Sergio J. Rey. 2014. Modern Spatial Econometrics in Practice: A Guide to Geoda, Geodaspace and Pysal. GeoDa Press LLC.
Arribas-Bel, Dani. 2014. “Spatial Data, Analysis, and Regression-a Mini Course.” REGION 1 (1): R1. http://darribas.org/sdar_mini.
———. 2019. “Geographic Data Science’19.” 2019. http://darribas.org/gds19.
Banerjee, Sudipto, Bradley P Carlin, and Alan E Gelfand. 2014. Hierarchical Modeling and Analysis for Spatial Data. Crc Press.
Belsley, David A, Edwin Kuh, and Roy E Welsch. 2005. Regression Diagnostics: Identifying Influential Data and Sources of Collinearity. Vol. 571. John Wiley & Sons.
Bivand, Roger S, Edzer Pebesma, and Virgilio Gómez-Rubio. 2013. Applied Spatial Data Analysis with R. Springer New York.
Brunsdon, Chris, and Lex Comber. 2015. An Introduction to R for Spatial Analysis & Mapping. Sage.
Brunsdon, Chris, Stewart Fotheringham, and Martin Charlton. 1998. “Geographically Weighted Regression.” Journal of the Royal Statistical Society: Series D (the Statistician) 47 (3): 431–43.
Comber, Alexis, Chris Brunsdon, Martin Charlton, Guanpeng Dong, Rich Harris, Binbin Lu, Yihe Lü, et al. 2020. “The Gwr Route Map: A Guide to the Informed Application of Geographically Weighted Regression.” arXiv Preprint arXiv:2004.06070.
Cressie, Noel. 2015. Statistics for Spatial Data. John Wiley & Sons.
Cressie, Noel, and Gardar Johannesson. 2008. “Fixed Rank Kriging for Very Large Spatial Data Sets.” Journal of the Royal Statistical Society: Series B (Statistical Methodology) 70 (1): 209–26.
Fotheringham, Stewart, Chris Brunsdon, and Martin Charlton. 2002. Geographically Weighted Regression. John Wiley & Sons.
Gabadinho, Alexis, Gilbert Ritschard, Matthias Studer, and Nicolas S Müller. 2009. “Mining Sequence Data in R with the Traminer Package: A User’s Guide.” Geneva: Department of Econometrics and Laboratory of Demography, University of Geneva.
Gelman, Andrew, and Jennifer Hill. 2006a. Data Analysis Using Regression and Multilevel/Hierarchical Models. Cambridge University Press.
———. 2006b. Data Analysis Using Regression and Multilevel/Hierarchical Models. Cambridge University Press. Cambridge University Press. https://doi.org/10.1017/CBO9780511790942.
Gibbons, Stephen, Henry G Overman, and Eleonora Patacchini. 2014. “Spatial Methods.”
Grolemund, Garrett, and Hadley Wickham. 2019. R for Data Science. O’Reilly, US. https://r4ds.had.co.nz.
Hyndman, Rob J, and George Athanasopoulos. 2018. Forecasting: Principles and Practice. OTexts.
Kong, Xiangjie, Menglin Li, Kai Ma, Kaiqi Tian, Mengyuan Wang, Zhaolong Ning, and Feng Xia. 2018. “Big Trajectory Data: A Survey of Applications and Services.” IEEE Access 6: 58295–58306.
Lovelace, Robin, and James Cheshire. 2014. “Introduction to visualising spatial data in R.” National Centre for Research Methods Working Papers 14 (03). https://github.com/Robinlovelace/Creating-maps-in-R.
Lovelace, Robin, Jakub Nowosad, and Jannes Muenchow. 2020. An Introduction to Statistical Learning. Vol. 112. CRC Press, R Series. https://geocompr.robinlovelace.net.
Lu, Binbin, Paul Harris, Martin Charlton, and Chris Brunsdon. 2014. “The Gwmodel R Package: Further Topics for Exploring Spatial Heterogeneity Using Geographically Weighted Models.” Geo-Spatial Information Science 17 (2): 85–101.
Multilevel Modelling, Centre for. n.d. “Introduction to Multilevel Modelling.” Accessed February 11, 2020. http://www.bristol.ac.uk/cmm/learning/online-course/course-topics.html#m04.
Pebesma, Edzer, and others. 2012. “Spacetime: Spatio-Temporal Data in R.” Journal of Statistical Software 51 (7): 1–30.
Rowe, Francisco, Nikos Patias, and Dani Arribas-Bel. 2020. “Policy Brief: Neighbourhood Change and Trajectories of Inequality in Britain, 1971-2011.”
Singleton, Alex. 2017. “Geographic Data Science for Urban Analytics.” http://www.alex-singleton.com/GDS_UA_2017/.
Wheeler, David, and Michael Tiefelsdorf. 2005. “Multicollinearity and Correlation Among Local Regression Coefficients in Geographically Weighted Regression.” Journal of Geographical Systems 7 (2): 161–87.
Wikle, Christopher K, Andrew Zammit-Mangion, and Noel Cressie. 2019. Spatio-Temporal Statistics with R. CRC Press.
Williamson, Paul. 2018. “Survey Analysis.”
Xie, Yihui, JJ Allaire, and Garrett Grolemund. 2019. R Markdown: The Definitive Guide. CRC Press, Taylor & Francis, Chapman & Hall Book. https://bookdown.org/yihui/rmarkdown/.
Xie, Yihui, Joseph J Allaire, and Garrett Grolemund. 2018. R Markdown: The Definitive Guide. CRC Press.
Zammit-Mangion, Andrew, and Noel Cressie. 2017. “FRK: An R Package for Spatial and Spatio-Temporal Prediction with Large Datasets.” arXiv Preprint arXiv:1705.08105.


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SIFT is a four-step strategy used to fact-check and cross-reference information. It can be applied to quickly ascertain the accuracy of information presented in social media and news articles.
The steps are outlined below:
Digital misinformation is a growing problem which threatens to undermine U.S. democracy. Working with the University of Washington's Center for an Informed Public (CIP), this project applies the SIFT fact-checking strategy to a Facebook-based intervention to mitigate the spread of misinformation online. A Facebook Messenger chatbot prompts users to fact-check articles and provides an information extraction tool to expedite the fact-checking process. The project, iSIFT, reduces the amount of time needed to fact-check and trains users in information verification best practices to create a community of information skeptics and critical thinkers.
This project is sponsored by the University of Washington’s Center for an Informed Public. Emily Porter (PhD Student) is the main point of contact for this sponsor project and provided invaluable feedback and assistance throughout the project. The SIFT Method was created by Michael Caufield. He was an early believer in the idea of civic digital literacies and is actively working toward it. Our project is inspired by his work on Sifting Through the Pandemic. You can find more about his work here and follow the Infodemic Twitter to see daily examples of applying the SIFT Method.
The project consists of two components: a Facebook Messenger Chatbot and an external website fact-checking tool.
The URL provided goes through a Python script that scrapes information from the article link. This is done through third party libraries like Newspaper and Beautiful Soup. We look for information on the news article that contribute to how accurate the content might be like the date it was published, who wrote it, which news platform it is from, etc. However, certain elements like summary and keywords may not be entirely accurate. This is because it is computed using a third party natural language processor which has opaque and undocumented backend processes.
As of May 21st, 2021 the project has been transferred to the CIP for a future capstone team to further develop.
Interested in learning more? Do you want to continue building your media literacy skills? Check out some of the resources below!
Center for an Informed Public
Centers for Disease Control and Prevention


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Symantec Configuration
Description
Symantec Endpoint Security Complete delivers the most comprehensive and integrated endpoint security platform on the planet. As an on-premises, hybrid, or cloud-based solution, the single-agent Symantec platform protects all your traditional and mobile endpoints, providing interlocking defenses at the device, application, and network level, and uses artificial intelligence (AI) to optimize security decisions. A unified cloud-based management system simplifies protecting, detecting and responding to all the advanced threats targeting your endpoints. Only Symantec Endpoint Security Complete does all of the following:
- Deploys a single agent for protection, Endpoint Detection and Response (EDR), and Application Control & Isolation
- Allows an administrator to deploy and manage all endpoints through a single console with real-time threat visibility across traditional and mobile devices
- Allows for flexible deployment with support for on-premises, cloud-managed and hybrid models
- Integrates full EDR, Breach Prevention, App Isolation, and App Control capabilities with Endpoint Protection
- Utilizes simplified workflows with context-aware recommendations to improve admin productivity while speeding up response to compromises
- Delivers autonomous security management that learns from admins, organization or community to continuously assess and strengthen security posture
- Leverages AI-guided security management for establishing strong security policies with fewer misconfigurations to help improve overall security hygiene and posture
- Leverages real-time threat information, threat analytics, content classification, and comprehensive threat blocking data from the Symantec Global Intelligence Network
- Allows for extending the platform to integrate with third party applications like Microsoft Graph, Open C2, and other Symantec solutions through Symantec ICDx
Product Configuration
The hybrid deployment of Symantec Endpoint Security Complete, in addition to the Managed EDR Service, were used in the evaluation. All protection engines were configured to “log-only” in their respective policies. Targeted Attack Analytics, automatic sandbox submission and process launch visibility were enabled.


Imran Khan showing anger after getting embarrassed: Marriyum Aurangzeb
by https://www.facebook.com/dunyanewsLAHORE (Dunya News) – Pakistan Muslim League-Nawaz (PML-N) spokesperson Marriyum Aurangzeb has on Friday said Prime Minister Imran Khan’s statement is synonymous with showing anger after getting embarrassed.
Reacting to the premier’s remarks, Marriyum Aurangzeb said no corruption cases have been proven against PML-N till date.
“The Supreme Court pointed out the government’s ineptitude time and again. PM Imran is trying to put blame of his own mistakes on others as always. Pakistan is getting unsafe due to the premier’s incompetency and lies,” she said.


( this goes to dexstats in the backend)
Enjoy lunch
Slyris09-Aug-19 10:02 AM
(so there is a problem with coinsupply from dexstats) ?
CHMEX09-Aug-19 11:22 AM
should be ok again. If you don't hit it with 500k reqeusts per minute I think it should be stable. I will try to move it maybe to another server or add some caching. All explorers run on the same box ( but KMD and PIRATE as well as VRSC) maybe it's time for some new hardware
Slyris09-Aug-19 11:41 AM
@smk762 - dracocanis ominator@TonyL Hello can we redeploy master branch ? lot of fix
Me neither, need to research a little bit - my current endpoint is on just dedicated server
Slyris09-Aug-19 12:04 PM
Yeah that's why i'm suggesting heroku
smk762 - dracocanis ominator09-Aug-19 12:09 PM
probably a backwards way to do it, but I coded some py last week to check repos and update / build if new for kmd / mm2 / nspv. was gonna maybe cron it, and intended to do same for my endpoint.
Slyris09-Aug-19 12:09 PM
Hello smk
1
TonyL09-Aug-19 12:13 PM
Oh, in general I think simple few lines script checking for updates from GH api should work lol
It's Python CI framework, a lot of things possible to customize
Slyris09-Aug-19 12:18 PM
Ok, just let me know what you prefer and we will adapt
1
In fact, i would just like the continous delivery
I already did it with my open source mmorpg but it's was through Travis/Appveyor
and i was uploading to bintray in my case
TonyL09-Aug-19 12:51 PM
Will arrange it during the weekend and let you know
Slyris10-Aug-19 07:33 AM
Hello @TonyL@smk762 - dracocanis ominator Can we redeploy please ? i added chart and some other fixes
1
1
Slyris10-Aug-19 10:06 AM
cc @turinglabs
TonyL12-Aug-19 11:43 AM
i've setup simple bash script - my endpoint will redeploy now on Komodoplatform/master updates
2
1
Audo13-Aug-19 05:32 PM
hey, could we rename this project to "Komodo Coin Cap"? I think that works better as we talk about "Komodo Ecosystem"
1
Slyris13-Aug-19 05:33 PM
The name on GitHub is Komodo ecosysboard
1
TonyL14-Aug-19 10:26 AM
It looks like portal setup on this https://coinmarketcap.com/currencies/dex DEX (some ETH token) instead of Komodo DEX coin (Komodo DEX not trading on any CEX)(edited)
You can view and join @kmdQAnotifications right away.
Slyris16-Aug-19 10:00 AM
Slyris16-Aug-19 10:16 AM
@TonyL it's can be interesting to see htop at the launching and every X hours to see the memory consumption latter I will add a Golang package for monitoring properly coin cap service
TonyL16-Aug-19 10:18 AM
yeah, keeping an eye manually now - can log too
but it's 0.0% (have 64Gb RAM) in my htop now so not paying attention
even for telegram bot showing 0.1%
Slyris16-Aug-19 10:21 AM
ok let's take a look latter
Slyris16-Aug-19 12:41 PM
Api is down @TonyL
TonyL16-Aug-19 01:49 PM
yep, this time logs more informative, will forward now
@TonyL that's strange because there is nothing about a crash
And I'm sure that if it's crashing Golang will say smth
Slyris16-Aug-19 03:16 PM
ok i launch the programm manually on my computer will see in few hours if it's crashing meanwhile this time can you add something that relaunch automatically the programm if it's not running and that remove logs before launching it ? @TonyL
TonyL16-Aug-19 03:20 PM
Sure, I’ll be fully online tomorrow and will make such watcher and try to find the reason of stops @Slyris(edited)
Slyris16-Aug-19 03:47 PM
:p cool thank's
for the moment i have smth reasonable:
64306 komodo-ecosy 4.8 03:50.86 49 1 86 191M- 0B 0B 64306 50417 sleeping *0[1] 0.00000 0.00000 501 326486 170 457 38 5895253+ 302079+ 4197554+ 0 162532+ 15.1


Check if you can get DLA for your child
It’s very common for a parent to think they won’t be able to get Disability Living Allowance (DLA) for their child when they can.
DLA isn’t just for children who are physically disabled. It can be given for a wide range of medical conditions including behavioural and mental health conditions as well as learning disabilities and developmental delay.
You can get DLA if your child:
- needs more care, attention or supervision than a child of the same age who isn't disabled, or
- has difficulty walking or getting around outdoors in unfamiliar places
Your child needs to be under 16 for you to claim DLA - if they're 16 or over you'll have to claim Personal Independence Payment.
Your child must have have been disabled or had the condition for at least 3 months, and you must expect it to last for 6 more. You don’t need a formal diagnosis from a doctor to apply, but this can usually help.
 Read more about applying for a terminally ill child.
Your earnings and other benefits
DLA isn’t means tested, so it doesn’t matter how much you earn or how much money you might have in savings.
Any other benefits you might be getting won’t be affected. In fact, getting DLA could mean that:
- you can get other benefits, or
- you can get a higher rate of the benefits that you currently get
Read more about extra help and support if you’re getting DLA.
Get help and support
You can talk to your nearest Citizens Advice for help understanding if you can claim DLA. You can also talk to a specialist at the ‘Contact a family’ charity - they're experts in DLA for children.
Contact a Family helpline
Telephone: 0808 808 3555
Monday to Friday, 9:30am to 5pm
Calls are free from all phones in the UK.
Other circumstances that affect your eligibility
If your child's under 3
It can be difficult to get DLA for a baby or an infant because all children of that age need a lot of care. But, you should still apply if your child needs more care, attention or supervision than a child of the same age who isn't disabled or doesn't have a health condition.
For example, most babies would be expected to wake during the night. But if you have to get up to give them a treatment such as an inhaler 2 or 3 times a night, then this means your child needs more care and attention than a baby who doesn’t need an inhaler.
If you’re not from the UK
If your child is subject to immigration control, your immigration status could be at risk if you apply for DLA. If you or your child aren’t UK citizens, it’s a good idea to contact your nearest Citizens Advice to get advice before you apply.
Full details of eligibility requirements for non-UK nationals can be found in CPAG or the Disability Rights Handbook.
If you’re an EEA national living in the UK , you’ll need to meet the habitual residence test.
You normally can’t apply if you or your child are subject to immigration control, for example if you need a visa to live or work in the UK, or you have a visa that says “no recourse to public funds”. But you might be able to apply if you’ve spent time living in another EEA country - it’s best to call the DLA helpline to check.
DLA helplineTelephone: 0345 712 3456
Textphone: 0345 722 4433
Monday to Friday, 8am to 6pm
Calls cost up to 12p a minute from a landline, and between 3p and 45p a minute from a mobile.
If you’ve lived out of the UK recently
Regardless of what your immigration status is, your child must have lived in in England, Wales or Scotland for a certain amount of time to be eligible:
| Your child’s age | How long they need to have been in England, Wales or Scotland |
|---|---|
| Under 6 months | 13 weeks in the past 6 months |
| 6 months to 3 years | 6 months in the past 3 years |
| 3 years or over | 2 years in the past 3 years |
You might be able to apply if you’ve spent time living in another EEA country - it’s best to contact your nearest Citizens Advice or call the DLA helpline to check.


Turkey detains 4 elected mayors on terror charges
by The Associated PressANKARA, Turkey (AP) — Turkey’s state-run news agency says police have detained four mayors over their suspected links to Kurdish rebels, as part of an ongoing crackdown on the country’s pro-Kurdish party.
Anadolu Agency said the mayors of the towns of Savur, Derik and Mazidagi in Mardin province and the town of Suruc in Sanliurfa province were detained along with some 20 municipality officials on Friday.
The mayors, members of the pro-Kurdish People’s Democratic Party, or HDP, were elected into office in March.
The government accuses the party of links to the outlawed Kurdistan Workers’ Party, or PKK.
Some 20 HDP mayors have been removed from office and replaced with government appointees, and 14 of them have been jailed.
Seven former HDP lawmakers, including former chairman Selahattin Demirtas, are also in prison.
The Associated Press


Preparation time
30 mins to 1 hour
Cooking time
10 to 30 mins
Serves
Makes approx. 50 rings
First prepare the palm heart and papaya dressing. Peel the papayas, cut them in half and scoop out the seeds. Chop the papaya flesh into small cubes.
Heat the olive oil in a saucepan and add the papaya. Heat through gently for 30 seconds, then remove from the heat.
Slice the palm hearts as thinly as you can and mix in the papaya. Add the garlic, chopped chilli, sugar, lemon juice and a pinch of salt. Mix together well and pour into a serving jug.
Now make the batter (you need two spotlessly clean mixing bowls and a whisk). Wrap a tea towel around the base of a mixing bowl with the eggs in it and start to beat the yolks. As you are whisking, sift 100g/4oz of the flour into the yolks to form a paste. Try to get as much air into the batter mix as you can.
Add the milk and the ice cubes, then continue whisking and sift in half of the remaining flour.
Using a clean whisk, whisk the egg whites until extremely fluffy (shaving foam consistency). Pour the egg whites over the batter and very gently fold them in, only 3-4 times.
Ensure your squid are properly cleaned and slice the tubes into rings. Lay out as many as you can on a large tray, dust with the remaining flour and season with salt. Clear both surfaces and ensure that this task has your whole concentration for the next 10 minutes.
Heat the oil on a moderate heat until the surface of the oil is shimmering (CAUTION: Hot oil can be very dangerous. Do not leave unattended). Now gently immerse the calamari in the batter 5-10 at a time. Take out, drain off any excess batter and immediately drop into the hot oil, one by one, and cook for about 4-5 minutes until nicely coloured. Using a fork, pick out each ring and place it on kitchen paper to drain.
Repeat until all of the calamari is cooked.
To serve, pile up the calamari and pour over the dressing, with a squeeze of lime.


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An on-boarding process for a new general user
Ability to easily create / setup a to do list item
Ability to easily edit / update / mark items as completed
Ability to completely delete an item by selecting and deleting it


24 Reasons Brenda Song Was the Ultimate 2000s It Girl
by Corinne SullivanIf Brenda Song wasn't on your radar before Secret Obsession debuted on Netflix, then we really need to talk. Ever since she stepped on the scene in 2002's Get a Clue (alongside fellow Disney queen Lindsay Lohan), she's had our hearts with her killer '00s fashion sense and iconic Disney Channel roles. She may be starring alongside Kat Dennings and Shay Mitchell as Madison Maxwell in Hulu's Dollface now, but we'll always remember her as Wendy Wu, London Tipton, and the best Pass the Plate host of all time. Let's take a walk down memory lane and revisit Brenda's early-'00s It girl days, shall we?
1 She Was the Hotel-Chain Heiress We All Aspired to Be in The Suite Life of Zack & Cody
Step aside, Paris Hilton. London Tipton will always be our queen.
2 And She Made Us All Really Wish We Lived in a Hotel With Our BFFs
We'd definitely choose London's life in the Tipton Hotel over Eloise's life at the Plaza.
3 She Always Had the Sassiest Comebacks
"London's talking." — Us, always.
4 And the Best Catch Phrase
If you've never clapped your hands together and said, "Yay me!" then you're lying.
5 She Also Taught Us the Importance of Self-Love
No one loves London quite as much as London loves London.
6 Even Though She Was Totally Ditzy
It's not her fault that school is so boring.
7 Plus, London and Maddie Were Fashion Icons
Can we bring kitten heels back please?
8 And Absolute Frenemy Goals
We'll spend the rest of our lives looking for the Maddie to our London.
9 Before That, She Got to Play Sidekick to Lindsay Lohan in Get a Clue
Her hairstyles were just as innovative as all their cool gadgets.
10 And Who Didn't Love Her as Tia on Phil of the Future?
Sorry, Via. You couldn't hold a candle to Tia.
11 She Starred in 1 of the Best DCOM of All Time, Stuck in the Suburbs
And did we mention that Stuck in the Suburbs was the first DCOM to have its own soundtrack?
12 She Even Got to Hang Out With Everyone's '00s Crush, Zac Efron
Now here's a couple we could really ship.
13 Let's Not Forget When She Kicked Butt as Wendy Wu: Homecoming Warrior
Aspiring homecoming queen by day, warrior by night.
14 She Also Co-Produced the Movie, Despite the Fact That She Was Only 18 When It Debuted
Honestly, what can't she do?
15 We're Still Not Happy That We Never Got to See What Happened With Wendy and Shen
We'll never forgive you for canceling that sequel, Disney.
16 She Was Truly Iconic as the Host of Pass the Plate
We honestly only ate fruit because Brenda told us to.
17 Every Look She Brought to the Red Carpet Was a Masterpiece
The velour tracksuit! The long skinny scarf! The fuzzy bowler hat!
18 She Single-Handedly Made Newsboy Caps Cool
We stan a queen who can rock a newsboy cap.
19 And She Wore a Tiny Cardigan Better Than Anyone
Zero percent practical, but 100 percent fashionable.
20 You Could Always Depend on Her for an Ed Hardy Tee and Big Hoop Earring Combo
We saw Brenda Song wearing an Ed Hardy shirt and hoop earrings, so we bought an Ed Hardy shirt and hoop earrings.
21 She Always Brought Big Designer Bag Energy
The bigger the designer bag, the cooler the girl.
22 And Loved Tiny Sparkly Flip Phones
We bet she could T9 faster than anyone, even with those nails.
23 She Was the Reigning Queen of Disney
Disney would be nothing without Brenda, and they know it.
24 And Basically Just an IRL Princess
Never change, Brenda Song.