Yilun Zhu (朱逸伦)

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Photographed in New River Gorge National Park, 2021

I am a Ph.D. student in the Department of Linguistics at Georgetown University, working with Amir Zeldes and Nathan Schneider. Currently I’m working on my Dissertation about coreference resolution under the supervison of Amir Zeldes, Nathan Schneider, Sameer Pradhan, and Greg Durrett.

My research interests lie in CL & NLP. Specifically, I’m interested in aligning machine learning models with human intelligence, language understanding, model generalization, LLM evaluation, and corpus annotation.

I am a member of CorpLing@GU, NERT and GUCL.

I am a reviewer of multiple NLP conferences, including ACL, EMNLP, NAACL, EACL, ARR, and related workshops.

I am a fan of soccer, Go game (围棋), video games, cooking, etc.

news

Sep 20, 2024 One paper gets accepted to EMNLP 2024
May 20, 2024 One paper gets accepted to LERC-COLING 2024 (oral)
Mar 17, 2024 One paper gets accepted to Findings of EACL 2024
Nov 02, 2023 One paper gets accepted to IJCNLP-AACL 2023 (oral)
May 19, 2023 I will join Apple as a summer intern

selected publications

  1. Coreference
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    OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres
    Yilun Zhu, Sameer Pradhan, and Amir Zeldes
    In ACL-IJCNLP 2021 , Aug 2021
  2. Coreference
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    Incorporating Singletons and Mention-based Features in Coreference Resolution via Multi-task Learning for Better Generalization
    Yilun Zhu, Siyao Peng, Sameer Pradhan, and Amir Zeldes
    In IJCNLP-AACL 2023 , Nov 2023
  3. LLM Evaluation
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    Can Large Language Models Understand Context?
    Yilun Zhu, Joel Moniz, Shruti Bhargava, Jiarui Lu, and 5 more authors
    In Findings of EACL 2024 , Mar 2024
  4. Coreference
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    SPLICE: A Singleton-Enhanced PipeLIne for Coreference REsolution
    Yilun Zhu, Siyao Peng, Sameer Pradhan, and Amir Zeldes
    In LREC-COLING 2024 , May 2024
  5. Discourse
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    GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains
    Yang Janet Liu*, Tatsuya Aoyama*, Wesley Scivetti*, Yilun Zhu*, and 5 more authors
    In EMNLP 2024 , Nov 2024