About Me
I am a Research Scientist on the Core ML team at FAIR Labs, Meta. I work with Dr. Jason Weston on Reasoning, Memory, and Alignment of Large Language Models.
I recently obtained a PhD in Computer Science from the University of North Carolina at Chapel Hill, advised by Prof. Mohit Bansal. My PhD was supported by a Google PhD Fellowship and a Rebecca and Munroe Cobey Fellowship.
I study Machine Learning and NLP. Broadly, I am interested in developing language agents that can perform complex, multi-step reasoning and planning tasks (often referred to as the System 2 Reasoning). I see human language as the ideal medium for reasoning, communication, and collaboration among agents. Below are some of the main topics that I’ve worked on (publications here):
- Reasoning and Planning in Multi-Agent systems
- Large Language Model Evaluation
- Attributable Generative Reasoning
- Structured Reasoning over Implicit Knowledge
- Deductive Reasoning
Recent News
- August 2024: Joined FAIR Labs at Meta as Research Scientist.
- July 2024: System-1.x, my final PhD paper is out on arXiv.
- May 2024: ReConcile is accepted to ACL 2024.
- May 2024: MAGDi is accepted to ICML 2024.
- April 2024: Defended a thesis on “Multi-step Reasoning over Natural Language”. It will be online soon.
- March 2024: Branch-Solve-Merge is accepted to NAACL 2024.
- February 2024: New pre-print on Structured Distillation from Multi-agent Interaction Graphs.
- October 2023: New pre-print from my FAIR Internship on Branch-Solve-Merge for improving LLM Evaluation and Generation.
- October 2023: ReCEval on evaluating CoT rationales is accepted to EMNLP 2023.
- September 2023: New pre-print out! Diverse LLMs improve reasoning via multi-round discussion and convincing each other.
- September 2023: Can Language Models Teach Weaker Agents is accepted to NeurIPS 2023.
- June 2023: New pre-print on Can Language Models Teach Weaker Agents out on arXiv.
- May 2023: Started Internship at FAIR Labs, hosted by Xian Li and Omer Levy.
- May 2023: MURMUR is accepted to ACL Findings.