
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