| 2026 | ACL | Breaking the Autoregressive Chain: Hyper-Parallel Decoding for Efficient LLM-Based Attribute Value Extraction. | Theodore Glavas, Nikhita Vedula, Dushyanta Dhyani, Yilun Zhu, Shervin Malmasi |
| 2026 | ACL | Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context. | Yilun Zhu, Yuan Zhuang, Nikhita Vedula, Dushyanta Dhyani, Shaoyuan Xu, Mohsen Bayati, Bryan Wang, Shervin Malmasi |
| 2026 | SIGIR | From Unstructured to Structured: LLM-Guided Attribute Graphs for Entity Search and Ranking. | Yilun Zhu, Nikhita Vedula, Shervin Malmasi |
| 2025 | IJCNLP | Hint-Augmented Re-ranking: Efficient Product Search using LLM-Based Query Decomposition. | Yilun Zhu, Nikhita Vedula, Shervin Malmasi |
| 2024 | COLING | SPLICE: A Singleton-Enhanced PipeLIne for Coreference REsolution. | Yilun Zhu, Siyao Peng, Sameer Pradhan, Amir Zeldes |
| 2024 | EACL | Can Large Language Models Understand Context? | Yilun Zhu, Joel Ruben Antony Moniz, Shruti Bhargava, Jiarui Lu, Dhivya Piraviperumal, Site Li, Yuan Zhang, Hong Yu, Bo-Hsiang Tseng |
| 2024 | EMNLP | GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains. | Yang Janet Liu, Tatsuya Aoyama, Wesley Scivetti, Yilun Zhu, Shabnam Behzad, Lauren Levine, Jessica Lin, Devika Tiwari, Amir Zeldes |
| 2023 | ICML | Mixture Proportion Estimation Beyond Irreducibility. | Yilun Zhu, Aaron Fjeldsted, Darren Holland, George Landon, Azaree Lintereur, Clayton Scott |
| 2023 | IJCNLP | Incorporating Singletons and Mention-based Features in Coreference Resolution via Multi-task Learning for Better Generalization. | Yilun Zhu, Siyao Peng, Sameer Pradhan, Amir Zeldes |
| 2021 | ACL | OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres. | Yilun Zhu, Sameer Pradhan, Amir Zeldes |
| 2020 | LREC | AMALGUM - A Free, Balanced, Multilayer English Web Corpus. | Luke Gessler, Siyao Peng, Yang Liu, Yilun Zhu, Shabnam Behzad, Amir Zeldes |
| 2020 | LREC | A Corpus of Adpositional Supersenses for Mandarin Chinese. | Siyao Peng, Yang Liu, Yilun Zhu, Austin Blodgett, Yushi Zhao, Nathan Schneider |