Demystifying Long Chain-of-Thought Reasoning in LLMs Paper • 2502.03373 • Published 17 days ago • 51
Demystifying Long Chain-of-Thought Reasoning in LLMs Paper • 2502.03373 • Published 17 days ago • 51
Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate Paper • 2501.17703 • Published 24 days ago • 55
RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques Paper • 2501.14492 • Published 29 days ago • 30
Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos Paper • 2501.13826 • Published 30 days ago • 24
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models Paper • 2501.11873 • Published Jan 21 • 63
The Lessons of Developing Process Reward Models in Mathematical Reasoning Paper • 2501.07301 • Published Jan 13 • 91
Enabling Scalable Oversight via Self-Evolving Critic Paper • 2501.05727 • Published Jan 10 • 70
Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey Paper • 2412.18619 • Published Dec 16, 2024 • 55
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Paper • 2501.01257 • Published Jan 2 • 49
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Paper • 2501.01257 • Published Jan 2 • 49
Training Software Engineering Agents and Verifiers with SWE-Gym Paper • 2412.21139 • Published Dec 30, 2024 • 22
Iterative Forward Tuning Boosts In-Context Learning in Language Models Paper • 2305.13016 • Published May 22, 2023
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts Paper • 2305.14839 • Published May 24, 2023 • 1
One Shot Learning as Instruction Data Prospector for Large Language Models Paper • 2312.10302 • Published Dec 16, 2023 • 3
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions Paper • 2406.15877 • Published Jun 22, 2024 • 46
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning Paper • 2301.13808 • Published Jan 31, 2023
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing Paper • 2301.07507 • Published Jan 18, 2023