AutoSurvey, a tool designed to help researchers stay updated with the latest advancements in the field of computer science! AutoSurvey can automatically generate comprehensive literature reviews arxiv.org/abs/2406.10252

⛄️Excited to share our work on causal analysis of LLMs at COLING 2025!💖Hongbo Linyi Yang Cunxiang Wang "How Likely Do LLMs with CoT Mimic Human Reasoning?" Paper: arxiv.org/pdf/2402.16048

LLMs often rely on correlations, not causation. ❤️‍🔥 Our causal analyses show that RLVR-trained LRMs move closer to true causal reasoning — but distilled LRMs and LLMs do not⁉️ 🧠 Paper: "Correlation or Causation?" 📘 [arxiv.org/pdf/2509.17380](arxiv.org/pdf/2509.17380)

⛄️ Excited to share our EMNLP 2025 paper: Direct Value Optimization (DVO) 🌲 💡 Instead of pairwise DPO-style tuning, DVO learns directly from value signals in MCTS search data, enabling efficient RL training for reasoning LLMs ⚡️ 📘 arxiv.org/pdf/2502.13723