Shihan Dou

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authored 18 papers 7 months ago

Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback

Paper • 2310.05199 • Published Oct 8, 2023 • 1

Improving Generalization of Alignment with Human Preferences through Group Invariant Learning

Paper • 2310.11971 • Published Oct 18, 2023 • 1

LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment

Paper • 2312.09979 • Published Dec 15, 2023 • 2

ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios

Paper • 2401.00741 • Published Jan 1, 2024 • 1

Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback

Paper • 2401.11458 • Published Jan 21, 2024 • 2

Towards Understanding the Capability of Large Language Models on Code Clone Detection: A Survey

Paper • 2308.01191 • Published Aug 2, 2023 • 1

The Rise and Potential of Large Language Model Based Agents: A Survey

Paper • 2309.07864 • Published Sep 14, 2023 • 8

EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models

Paper • 2403.12171 • Published Mar 18, 2024

SafeAligner: Safety Alignment against Jailbreak Attacks via Response Disparity Guidance

Paper • 2406.18118 • Published Jun 26, 2024

Aligning Large Language Models from Self-Reference AI Feedback with one General Principle

Paper • 2406.11190 • Published Jun 17, 2024

What's Wrong with Your Code Generated by Large Language Models? An Extensive Study

Paper • 2407.06153 • Published Jul 8, 2024

RMB: Comprehensively Benchmarking Reward Models in LLM Alignment

Paper • 2410.09893 • Published Oct 13, 2024

Multi-Programming Language Sandbox for LLMs

Paper • 2410.23074 • Published Oct 30, 2024

DocFusion: A Unified Framework for Document Parsing Tasks

Paper • 2412.12505 • Published Dec 17, 2024

Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning

Paper • 2402.05808 • Published Feb 8, 2024

Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric

Paper • 2502.17184 • Published Feb 24, 2025 • 1

Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning

Paper • 2504.13914 • Published Apr 10, 2025 • 4

Pre-Trained Policy Discriminators are General Reward Models

Paper • 2507.05197 • Published Jul 7, 2025 • 39

authored a paper almost 2 years ago

StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback

Paper • 2402.01391 • Published Feb 2, 2024 • 43

authored a paper about 2 years ago

MouSi: Poly-Visual-Expert Vision-Language Models

Paper • 2401.17221 • Published Jan 30, 2024 • 9