Paper Title Number 4
Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
CV
Education
- Ph.D in Computer Science, MIT, 2015-2020 Sep.
- B.S. in Precision Instruments & Computer Science, Tsinghua University, 2011-2015
Work experience
- 03/2024-Now: Senior Research Scientist at Meta GenAI
- Working on improving LLAMA-3 model on model reasoning and instruction following via SFT and RLHF
- 09/2020-02/2024: Senior Applied Scientist at Amazon AGI
- Served as a tech lead on the ChatGPT-like Large Language Model project (Amazon Olympus Model) for model reasoning workstream
- Devised new methods to align LLMs with human feedback, such as reward based data augmentation, constitutional critique and revision, RLAIF, self-alignment, etc.
- Published a SOTA method for knowledge grounded response generation with web-search based question answering
- Published SOTA models for enabling bots to address out-of-API user queries with external unstructured knowledge sources
- Published a SOTA utterance rewriting model to resolve co-references and ellipsis to help bots better understand dialogue context
- Launched better models for detecting and reducing contradiction and factual inconsistency in bots’ responses
- Published new datasets and models for selecting better responses out of many candidates for open-domain chit-chatting
Skills
- Natual Language Processing
- Large Language Model
- Model Alignment with Human/AI feedback
- Model Reasoning, e.g. math and coding
- Model Evaluation
- LLM for Agents
- Multi-modal LLM
Publications
Paper Title Number 3
Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3).
Paper Title Number 2
Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).
Paper Title Number 1
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California