← Authors

Zhiyong Lu

15 papers · 2010–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (3) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (41) 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (92) πŸ’Ž Century Club (15) πŸ”₯ Unstoppable (5) πŸ“ˆ Trend Setter ❓ The Questioner

Conferences

ACL (6) CVPR (3) EMNLP (2) NAACL (2) COLING (1) NIPS (1)

Top co-authors

Yifan Peng (6) W John Wilbur (3) Ronald M. Summers (3) Qiao Jin (3) Lana Yeganova (3) Guangzhi Xiong (3) Qingyu Chen (3) Aidong Zhang (3) Won Gyu Kim (2) Donald Comeau (2)

Keywords

information retrieval (5) named entity recognition (3) benchmark evaluation (3) large language model (3) relation extraction (2) language model (2) multi-label classification (2) disease classification (2) radiology report (2) medical imaging (2) chest x-ray (2) medical question answering (2) text mining (2) question answering (1) text classification (1) attention mechanism (1) domain adaptation (1) medical nlp (1) dataset creation (1) transfer learning (1)

Papers

MedCite: Can Language Models Generate Verifiable Text for Medicine? ACL 2025
Benchmarking Retrieval-Augmented Generation for Medicine ACL 2024
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations NIPS 2024
Measuring the relative importance of full text sections for information retrieval from scientific literature. NAACL 2021
Automatic recognition of abdominal lymph nodes from clinical text EMNLP 2020
An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining ACL 2020
A Comprehensive Dictionary and Term Variation Analysis for COVID-19 and SARS-CoV-2 EMNLP 2020
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets ACL 2019
Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning From Radiology Reports and Label Ontology CVPR 2019
SingleCite: Towards an improved Single Citation Search in PubMed ACL 2018
MeSH-based dataset for measuring the relevance of text retrieval ACL 2018
TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays CVPR 2018
Personalized neural language models for real-world query auto completion NAACL 2018
ChestX-ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases CVPR 2017
Learning to Annotate Scientific Publications COLING 2010