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)
- LLMs Agentic System
I am/was the research assistant for several NSF funded projects, including:
- Extracting and Linking AI Artifacts
- Knowledge Graph to Support Evaluation and Development of Climate Models
- America’s Fourth Estate at Risk: A System for Mapping the (Local) Journalism Life Cycle to Rebuild the Nation’s News Trust
Selected Publications
Taxonomy-Driven Knowledge Graph Expansion for Climate Science
Huitong Pan, Qi Zhang, Eduard Dragut, Cornelia Caragea, Longin Jan Latecki
In-Progress
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
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