SciAgentGym: Benchmarking Multi-Step Scientific Tool-use in LLM Agents
Paper
• 2602.12984 • Published
• 5
AI & ML interests
LLM Reasoning, Critique
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TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models
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• 2
Improving Generalization of Alignment with Human Preferences through Group Invariant Learning
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• 1
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement
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LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment
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Secrets of RLHF in Large Language Models Part I: PPO
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• 30
Towards Understanding the Capability of Large Language Models on Code Clone Detection: A Survey
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The Rise and Potential of Large Language Model Based Agents: A Survey
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• 8
RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions
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EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models
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Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data
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Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models
Paper
• 2404.00884 • Published
• 1
Distill Visual Chart Reasoning Ability from LLMs to MLLMs
Paper
• 2410.18798 • Published
• 21
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