About Me
Hi👋, my name is Qi Zhang (å¼ æ£‹ in Chinese). You can also call me Max. I am currently a Ph.D. Candidate at Computer & Information Sciences Department of Temple University. I am fortunate to be advised by Dr. Eduard Dragut. I also closely work with Dr. Cornelia Caragea and Dr. Longin Jan Latecki.
My primary research interests are centered around Natural Language Processing (NLP), Large Language Models (LLMs) and Machine Learning (ML). Specifically, the topics I am interested in are:
- LLM for Structure Modeling (LLM4X)
- Structure Knowledge for LLMs (X4LLM)
- LLM Agentic System
- LLM Reasoning
News
09-2025 Start Applied Scientist Intern at AWS. I am fortunate to work with Dr. Qian Cui.
05-2025 Start summer research intern at Intuit AI Research Center. I am fortunate to work with Dr. Xiang Gao and Dr. Yuguang Yao.
04-2025 One paper has been accepted to ACL!!!
01-2025 One paper has been accepted to NAACL, see you in Albuquerque, New Mexico!!!
Selected Publications
DynClean: Training Dynamics-based Label Cleaning for Distantly-Supervised Named Entity Recognition
Qi Zhang, Huitong Pan, Zhijia Chen, Login Jan Latecki, Cornelia Caragea, Eduard Dragut
NAACL 2025, Findings
Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications
Huitong Pan, Qi Zhang, Eduard Dragut, Cornelia Caragea, Longin Jan Latecki
ACL 2025, Findings
Querying Climate Knowledge: Semantic Retrieval for Scientific Discovery
Mustapha Adamu, Qi Zhang, Huitong Pan, Eduard Dragut, Longin Jan Latecki
ACM SIGIR 2025 Workshop MANILA
ClimateIE: A Dataset for Climate Science Information Extraction
Huitong Pan, Mustapha Adamu, Qi Zhang, Eduard Dragut, Longin Jan Latecki
The 2nd Workshop of Natural Language Processing meets Climate Change@ACL 2025
Qi Zhang, Zhijia Chen, Huitong Pan, Cornelia Caragea, Login Jan Latecki, Eduard Dragut
EMNLP 2024, Main, (acceptance rate 20.8%)
FlowLearn: Evaluating Large Vision-Language Models on Flowchart Understanding
Huitong Pan, Qi Zhang, Cornelia Caragea, Eduard Dragut, Login Jan Latecki
ECAI 2024, (acceptance rate 23%)
SciDMT: A Large-Scale Corpus for Detecting Scientific Mentions
Huitong Pan, Qi Zhang, Cornelia Caragea, Eduard Dragut, Login Jan Latecki
LREC-COLING 2024
DMDD: A Large-Scale Dataset for Dataset Mention Detection
Huitong Pan, Qi Zhang, Eduard Dragut, Cornelia Caragea, Login Jan Latecki
Transactions of the Association for Computational Linguistics , TACL
A novel sleep staging network based on multi-scale dual attention
Huafeng Wang, Chongang Lu, Qi Zhang, Zhimin Hu, Xiaodong Yuan, Pingshu Zhang, Wanquan Liu
Biomedical Signal Processing and Control