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Shuofei Qiao

Phd @ Zhejiang University

question answering

large language models

synthetic data

large language model

tool learning

execution feedback

automatic agent learning

division-of-labor

self-instruct

self-planning

instruction processing

feature extraction with nlp

genuine concern

crisis counselor verbal behaviors

large language model; planning; knowledge; agent

4

presentations

SHORT BIO

Shuofei Qiao is currently a PhD student at the College of Computer Science and Technology, Zhejiang University, Hangzhou, China, supervised by Associate Professor Ningyu Zhang and Professor Huajun Chen. His research interest is natural language processing, especially LLM agent learning, complex reasoning, and tool learning in large language models. He has participated in papers published in conferences such as ACL, IJCAI, AAAI, and EMNLP.

Presentations

Knowledge Mechanisms in Large Language Models: A Survey and Perspective

Mengru Wang and 12 other authors

AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning

Shuofei Qiao and 7 other authors

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models

Yixin Ou and 9 other authors

Making Language Models Better Tool Learners with Execution Feedback

Shuofei Qiao and 5 other authors

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