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Collections including paper arxiv:2409.12917

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141
Language Models Learn to Mislead Humans via RLHF

Paper • 2409.12822 • Published Sep 19, 2024 • 11

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

LLM+Self-Play RL

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141
Recursive Introspection: Teaching Language Model Agents How to Self-Improve

Paper • 2407.18219 • Published Jul 25, 2024 • 3
Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 27
Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Models

Paper • 2409.04787 • Published Sep 7, 2024 • 1

Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Paper • 2408.06195 • Published Aug 12, 2024 • 73
Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Paper • 2408.03314 • Published Aug 6, 2024 • 63
Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Paper • 2405.06682 • Published May 5, 2024 • 3

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141

Reinforcement Learning

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141
Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models

Paper • 2409.18943 • Published Sep 27, 2024 • 29
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge

Paper • 2411.16594 • Published Nov 25, 2024 • 41
Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published Dec 20, 2024 • 38

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141
Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Paper • 2409.12191 • Published Sep 18, 2024 • 78
Expect the Unexpected: FailSafe Long Context QA for Finance

Paper • 2502.06329 • Published Feb 10 • 133
Competitive Programming with Large Reasoning Models

Paper • 2502.06807 • Published Feb 3 • 68

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141
Language Models Learn to Mislead Humans via RLHF

Paper • 2409.12822 • Published Sep 19, 2024 • 11

Reinforcement Learning

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141

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 Sep 19, 2024 • 141
Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models

Paper • 2409.18943 • Published Sep 27, 2024 • 29
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge

Paper • 2411.16594 • Published Nov 25, 2024 • 41
Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published Dec 20, 2024 • 38

LLM+Self-Play RL

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141
Recursive Introspection: Teaching Language Model Agents How to Self-Improve

Paper • 2407.18219 • Published Jul 25, 2024 • 3
Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 27
Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Models

Paper • 2409.04787 • Published Sep 7, 2024 • 1

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141
Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Paper • 2409.12191 • Published Sep 18, 2024 • 78
Expect the Unexpected: FailSafe Long Context QA for Finance

Paper • 2502.06329 • Published Feb 10 • 133
Competitive Programming with Large Reasoning Models

Paper • 2502.06807 • Published Feb 3 • 68

Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Paper • 2408.06195 • Published Aug 12, 2024 • 73
Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Paper • 2408.03314 • Published Aug 6, 2024 • 63
Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Paper • 2405.06682 • Published May 5, 2024 • 3

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141

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