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Collections including paper arxiv:2409.12917

LLM Reasoning Papers

Papers to improve reasoning capabilities of LLMs

about 15 hours ago

Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents

Paper • 2408.07199 • Published Aug 13 • 20
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking

Paper • 2403.09629 • Published Mar 14 • 72
Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning

Paper • 2406.12050 • Published Jun 17 • 17
Let's Verify Step by Step

Paper • 2305.20050 • Published May 31, 2023 • 9

about 17 hours ago

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 142
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20 • 10
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24 • 49
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24 • 44

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published 27 days ago • 131

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published 27 days ago • 131

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published 27 days ago • 131

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published 27 days ago • 131
Language Models Learn to Mislead Humans via RLHF

Paper • 2409.12822 • Published 27 days ago • 9

Reinforcement Learning

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published 27 days ago • 131

about 22 hours ago

INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models

Paper • 2306.04757 • Published Jun 7, 2023 • 6
Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation

Paper • 2308.01240 • Published Aug 2, 2023 • 2
Can Large Language Models Understand Real-World Complex Instructions?

Paper • 2309.09150 • Published Sep 17, 2023 • 2
Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection

Paper • 2308.10819 • Published Aug 17, 2023

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published 27 days ago • 131
Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models

Paper • 2409.18943 • Published 19 days ago • 26

LLM+Self-Play RL

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published 27 days ago • 131
Recursive Introspection: Teaching Language Model Agents How to Self-Improve

Paper • 2407.18219 • Published Jul 25 • 3
Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29 • 24
Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Models

Paper • 2409.04787 • Published Sep 7

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