Jiaxi Li

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upvoted 2 papers about 1 month ago

MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information

Paper • 2510.03632 • Published Oct 4 • 42

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published Apr 18 • 135

upvoted 2 papers 5 months ago

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9 • 262

Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models

Paper • 2506.06395 • Published Jun 5 • 131

upvoted 2 papers 6 months ago

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published Feb 7 • 150

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 104

upvoted 6 papers 7 months ago

Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?

Paper • 2410.23856 • Published Oct 31, 2024 • 4

Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data

Paper • 2502.14044 • Published Feb 19 • 8

SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?

Paper • 2502.13233 • Published Feb 18 • 15

Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era

Paper • 2403.08946 • Published Mar 13, 2024 • 3

Towards Trustworthy GUI Agents: A Survey

Paper • 2503.23434 • Published Mar 30 • 21

Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models

Paper • 2503.22165 • Published Mar 28 • 28