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Training Software Engineering Agents and Verifiers with SWE-Gym
Paper • 2412.21139 • Published • 22 -
Evaluating Language Models as Synthetic Data Generators
Paper • 2412.03679 • Published • 48 -
Self-Rewarding Language Models
Paper • 2401.10020 • Published • 147 -
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 115
Collections
Discover the best community collections!
Collections including paper arxiv:2502.08606
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Slamming: Training a Speech Language Model on One GPU in a Day
Paper • 2502.15814 • Published • 66 -
Small Models Struggle to Learn from Strong Reasoners
Paper • 2502.12143 • Published • 28 -
HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading
Paper • 2502.12574 • Published • 11 -
Large Language Diffusion Models
Paper • 2502.09992 • Published • 99
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Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
Paper • 2502.14768 • Published • 44 -
S^2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning
Paper • 2502.12853 • Published • 28 -
Diverse Inference and Verification for Advanced Reasoning
Paper • 2502.09955 • Published • 17 -
Distillation Scaling Laws
Paper • 2502.08606 • Published • 46
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Evolving Deeper LLM Thinking
Paper • 2501.09891 • Published • 106 -
PaSa: An LLM Agent for Comprehensive Academic Paper Search
Paper • 2501.10120 • Published • 43 -
Multiple Choice Questions: Reasoning Makes Large Language Models (LLMs) More Self-Confident Even When They Are Wrong
Paper • 2501.09775 • Published • 29 -
ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context Scenario
Paper • 2501.10132 • Published • 19
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SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models
Paper • 2502.09604 • Published • 32 -
Distillation Scaling Laws
Paper • 2502.08606 • Published • 46 -
InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU
Paper • 2502.08910 • Published • 143
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Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach
Paper • 2502.05171 • Published • 122 -
Agency Is Frame-Dependent
Paper • 2502.04403 • Published • 22 -
Distillation Scaling Laws
Paper • 2502.08606 • Published • 46 -
LLM Pretraining with Continuous Concepts
Paper • 2502.08524 • Published • 28