Can Language Models Falsify? Evaluating Algorithmic Reasoning with Counterexample Creation Paper • 2502.19414 • Published 11 days ago • 18
Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning Paper • 2502.14768 • Published 17 days ago • 44
Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity Paper • 2502.13063 • Published 19 days ago • 65
ReLearn: Unlearning via Learning for Large Language Models Paper • 2502.11190 • Published 21 days ago • 29
SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering? Paper • 2502.12115 • Published 20 days ago • 42
Diverse Inference and Verification for Advanced Reasoning Paper • 2502.09955 • Published 23 days ago • 16
TransMLA: Multi-head Latent Attention Is All You Need Paper • 2502.07864 • Published 26 days ago • 46
Teaching Language Models to Critique via Reinforcement Learning Paper • 2502.03492 • Published Feb 5 • 24
LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters! Paper • 2502.07374 • Published 26 days ago • 36
ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates Paper • 2502.06772 • Published 27 days ago • 21
QuEST: Stable Training of LLMs with 1-Bit Weights and Activations Paper • 2502.05003 • Published 30 days ago • 42
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling Paper • 2502.06703 • Published 27 days ago • 142
Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning Paper • 2502.06781 • Published 27 days ago • 60
ModernBERT Collection Bringing BERT into modernity via both architecture changes and scaling • 3 items • Updated Dec 19, 2024 • 141
SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model Paper • 2502.02737 • Published Feb 4 • 199