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Jiawei Li

PhD Candidate, Beijing Institute of Technology

Interests

  • RAG
  • LLM knowledge conflict
  • Calibration

Education

  • PhD Candidate in Computer Science,

    Beijing Institute of Technology

Biography

Hi, I am Jiawei Li. My research has been primarily focused on the reasoning capabilities of LLMs, the efficient tuning of LLMs, and the model evolution. I hope I can be a reliable person. Thank you.

Publications

Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey

Jiawei Li, Yizhe Yang, Yu Bai, Xiaofeng Zhou, Yinghao Li, Huashan Sun, Yuhang Liu, Xingpeng Si, Yuhao Ye, Yixiao Wu, Yiguan Lin, Bin Xu, Bowen Ren, Chong Feng, Heyan Huang, Yang Gao
ACL 2024
June, 2024
Details

MindLLM: Pre-training Lightweight Large Language Model from Scratch, Evaluations and Domain Applications

Yizhe Yang, Huashan Sun, Jiawei Li, Runheng Liu, Yinghao Li, Yuhang Liu, Heyan Huang, Yang Gao
October, 2023
Details PDF

Ask to Understand: Question Generation for Multi-hop Question Answering

Jiawei Li, Muchen Ren, Yang Gao, Yizhe Yang
Chinese Information Processing Society of China
April, 2023
Details PDF

Building Knowledge-Grounded Dialogue Systems with Graph-Based Semantic Modeling

Yizhe Yang, Heyan Huang, Yang Gao, Jiawei Li
Knowledge-Based Systems,2024
April, 2022
Details PDF

PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization

Xiaochen Liu, Yang Gao, Yu Bai, Jiawei Li, Yinan Hu, Heyan Huang, Boxing Chen
COLING 2022
April, 2022
Details PDF

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