An Ensemble Approach for Automatic Structuring of Radiology Reports. - Morteza Pourreza Shahri; Amir Tahmasebi; Bingyang Ye; Henghui Zhu; Javed Aslam; Timothy Ferris (ClinicalNLP@EMNLP, 2020)

From Extreme Multi-label to Multi-class: A Hierarchical Approach for Automated ICD-10 Coding Using Phrase-level Attention. - Cansu Sen; Bingyang Ye; Javed Aslam; Amir Tahmasebi (CoRR, 2021)

Supervised Learning in the Presence of Noise: Application in ICD-10 Code Classification. - Youngwoo Kim; Cheng Li; Bingyang Ye; Amir Tahmasebi; Javed Aslam (CoRR, 2021)

Interpreting Logical Metonymy through Dense Paraphrasing. - Bingyang Ye; Jingxuan Tu; Elisabetta Jezek; James Pustejovsky (CogSci, 2022)

The Coreference under Transformation Labeling Dataset: Entity Tracking in Procedural Texts Using Event Models. - Kyeongmin Rim; Jingxuan Tu; Bingyang Ye; Marc Verhagen; Eben Holderness; James Pustejovsky (ACL (Findings), 2023)

Linguistically Conditioned Semantic Textual Similarity. - Jingxuan Tu; Keer Xu; Liulu Yue; Bingyang Ye; Kyeongmin Rim; James Pustejovsky (ACL (1), 2024)

GLAMR: Augmenting AMR with GL-VerbNet Event Structure. - Jingxuan Tu; Timothy Obiso; Bingyang Ye; Kyeongmin Rim; Keer Xu; Liulu Yue; Susan Windisch Brown; Martha Palmer; James Pustejovsky (LREC/COLING, 2024)

Dense Paraphrasing for multimodal dialogue interpretation. - Jingxuan Tu; Kyeongmin Rim; Bingyang Ye; Kenneth Lai; James Pustejovsky (Frontiers Artif. Intell., 2024)

Beyond Benchmarks: Building a Richer Cross-Document Event Coreference Dataset with Decontextualization. - Jin Zhao 009; Jingxuan Tu; Bingyang Ye; Xinrui Hu; Nianwen Xue; James Pustejovsky (NAACL (Long Papers), 2025)