Examining Reasoning LLMs-as-Judges in Non-Verifiable LLM Post-Training
Paper • 2603.12246 • Published • 5
AI & ML interests
Language, Information, and Learning at Yale
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yilunzhao
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AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research
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MSRS: Evaluating Multi-Source Retrieval-Augmented Generation
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FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering
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SUCEA: Reasoning-Intensive Retrieval for Adversarial Fact-checking through Claim Decomposition and Editing
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FinDVer: Explainable Claim Verification over Long and Hybrid-Content Financial Documents
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MRMR: A Realistic and Expert-Level Multidisciplinary Benchmark for Reasoning-Intensive Multimodal Retrieval
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FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain
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LimRank: Less is More for Reasoning-Intensive Information Reranking
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Measuring what Matters: Construct Validity in Large Language Model Benchmarks
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AlphaResearch: Accelerating New Algorithm Discovery with Language Models
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Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs
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Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing
Paper • 2601.16125 • Published • 13
SAGE: Benchmarking and Improving Retrieval for Deep Research Agents
Paper • 2602.05975 • Published • 12
Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL
Paper • 2601.09876 • Published • 7
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