NamedKeys: Unsupervised Keyphrase Extraction for Biomedical Documents. - Zelalem Gero; Joyce C. Ho (BCB, 2019)

PMCVec: Distributed phrase representation for biomedical text processing. - Zelalem Gero; Joyce C. Ho (J. Biomed. Informatics X, 2019)

Pressure Ulcer Injury in Unstructured Clinical Notes: Detection and Interpretation. - Mani Sotoodeh; Zelalem Gero; Wenhui Zhang; Roy L. Simpson; Vicki Hertzberg; Joyce C. Ho (AMIA, 2020)

Uncertainty-based Self-training for Biomedical Keyphrase Extraction. - Zelalem Gero; Joyce C. Ho (BHI, 2021)

Word centrality constrained representation for keyphrase extraction. - Zelalem Gero; Joyce C. Ho (BioNLP@NAACL-HLT, 2021)

CATAN: Chart-aware temporal attention network for adverse outcome prediction. - Zelalem Gero; Joyce C. Ho (ICHI, 2021)

PubMed Author-assigned Keyword Extraction (PubMedAKE) Benchmark. - Jiasheng Sheng; Zelalem Gero; Joyce C. Ho (CIKM, 2022)

Self-Verification Improves Few-Shot Clinical Information Extraction. - Zelalem Gero; Chandan Singh; Hao Cheng 002; Tristan Naumann; Michel Galley; Jianfeng Gao 001; Hoifung Poon (CoRR, 2023)

TRIALSCOPE: A Unifying Causal Framework for Scaling Real-World Evidence Generation with Biomedical Language Models. - Javier González Hernández; Cliff Wong; Zelalem Gero; Jass Bagga; Risa Ueno; Isabel Chien; Eduard Oravkin; Emre Kiciman; Aditya V. Nori; Roshanthi Weerasinghe; Rom S. Leidner; Brian Piening; et al. (CoRR, 2023)

Enhancing Medical Text Evaluation with GPT-4. - Yiqing Xie; Sheng Zhang 012; Hao Cheng 002; Zelalem Gero; Cliff Wong; Tristan Naumann; Hoifung Poon (CoRR, 2023)

DocLens: Multi-aspect Fine-grained Medical Text Evaluation. - Yiqing Xie; Sheng Zhang 012; Hao Cheng 002; Pengfei Liu; Zelalem Gero; Cliff Wong; Tristan Naumann; Hoifung Poon; Carolyn P. Rosé (ACL (1), 2024)

Beyond Clinical Trials: Using Real World Evidence to Investigate Heterogeneous, Time-Varying Treatment Effects. - Isabel Chien; Cliff Wong; Zelalem Gero; Jaspreet Bagga; Risa Ueno; Richard E. Turner; Roshanthi Weerasinghe; Brian Piening; Tristan Naumann; Carlo Bifulco; Hoifung Poon; Javier González Hernández (MLHC, 2024)

Attribute Structuring Improves LLM-Based Evaluation of Clinical Text Summaries. - Zelalem Gero; Chandan Singh; Yiqing Xie; Sheng Zhang 012; Tristan Naumann; Jianfeng Gao 001; Hoifung Poon (CoRR, 2024)

Universal Abstraction: Harnessing Frontier Models to Structure Real-World Data at Scale. - Cliff Wong; Sam Preston; Qianchu Liu; Zelalem Gero; Jass Bagga; Sheng Zhang 012; Shrey Jain; Theodore Zhao; Yu Gu 017; Yanbo Xu; Sid Kiblawi; Roshanthi Weerasinghe; et al. (CoRR, 2025)