Multi-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation Paper • 2310.08943 • Published Oct 13, 2023
The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters Paper • 2501.01705 • Published Jan 3, 2025 • 1
The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding Paper • 2502.08946 • Published Feb 13, 2025 • 191
Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings Paper • 2506.08592 • Published Jun 10, 2025 • 22
SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension Paper • 2508.01959 • Published Aug 3, 2025 • 59
PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts Paper • 2508.09848 • Published Aug 13, 2025 • 71
Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding Paper • 2512.17220 • Published Dec 19, 2025 • 112
The Pensieve Paradigm: Stateful Language Models Mastering Their Own Context Paper • 2602.12108 • Published 3 days ago • 13
Free(): Learning to Forget in Malloc-Only Reasoning Models Paper • 2602.08030 • Published 7 days ago • 5
Locas: Your Models are Principled Initializers of Locally-Supported Parametric Memories Paper • 2602.05085 • Published 11 days ago • 4