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Achievement: YOLOAchievement: QuickdrawAchievement: Starstruckx3Achievement: Pull Sharkx2

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@ucsb @lean-dojo

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Peiyang-Song/README.md
  • 👋 I am a third-year undergraduate studying Computer Science at California Institute of Technology (Caltech), advised by Prof. Steven Low, with a minor in Robotics advised by Prof. Günter Niemeyer. I am a researcher in Berkeley AI Research (BAIR) Lab, advised by Prof. Dawn Song. I also work in Stanford AI Lab (SAIL), advised by Prof. Noah Goodman and Gabriel Poesia in the Computation & Cognition Lab (CoCoLab).
  • 🔎 My current research interest is mainly in LLM reasoning, especially neuro-symbolic AI for formal math and verifiable code generation. In the past, I also published on neuro-symbolic methods for energy-efficient ML systems and neural machine translation.
  • ❤️ I have been fortunate to work with Prof. Anima Anandkumar (Caltech), Dr. Kaiyu Yang (Meta), Prof. Tim Sherwood (UC Santa Barbara), and Dr. Jeremy Lau (Google) during my undergrad.
  • 📫 I'm open to collaborations/discussions. Feel free to email me at psong@caltech.edu.

Pinned Loading

  1. lean-dojo/LeanCopilot lean-dojo/LeanCopilot Public

    LLMs as Copilots for Theorem Proving in Lean

    C++ 1.1k 101

  2. lean-dojo/LeanDojo lean-dojo/LeanDojo Public

    Tool for data extraction and interacting with Lean programmatically.

    Python 672 106

  3. lean-dojo/ReProver lean-dojo/ReProver Public

    Retrieval-Augmented Theorem Provers for Lean

    Python 277 60

  4. lean-dojo/LeanDojoWebsite lean-dojo/LeanDojoWebsite Public

    Code for LeanDojo's website

    JavaScript 8 2

  5. LLM-A-Not-B-Errors LLM-A-Not-B-Errors Public

    Official repository for paper "In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language Models"

    Python 4

  6. kenantang/cjk-idioms-gpt kenantang/cjk-idioms-gpt Public

    Code and Dataset for EMNLP 2024 Findings Paper

    HTML 4