publications

Publications by categories in reversed chronological order. For the most up-to-date list check google scholar.

2022

  1. ACL
    Word2Box: Capturing Set-Theoretic Semantics of Words using BoxEmbeddings
    Shib Sankar DasguptaMichael Boratko, Siddhartha Mishra, Shriya Atmakuri,  Dhruvesh PatelXiang Li, and Andrew McCallum
    In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (To Appear) 2022
  2. ICLR
    Modeling Label Space Interactions in Multi-label Classification using Box Embeddings
    In International Conference on Learning Representations (To Appear) 2022
  3. Preprint
    Structured Energy Network as a dynamic loss function. A case study with multi-label Classification
    Jay-Yoon LeeDhruvesh Patel, Purujit Goyal, and Andrew McCallum
    In (Under Review) 2022
  4. ACL
    Event-Event Relation Extraction using Probabilistic Box Embedding
    EunJeong Hwang, Jay-Yoon Lee, Tianyi Yang,  Dhruvesh Patel, Dongxu Zhang, and Andrew McCallum
    In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (To Appear) 2022

2021

  1. Preprint
    Word2Box: Learning Word Representation Using Box Embeddings
    Shib Sankar DasguptaMichael Boratko, Shriya Atmakuri, Xiang LiDhruvesh Patel, and Andrew McCallum
    In ArXiv 2021
  2. EMNLP
    Box Embeddings: An open-source library for representation learning using geometric structures
    *Tejas Cheda, *Purujit Goyal, *Trang Tran,  Dhruvesh PatelMichael BoratkoShib Sankar Dasgupta, and Andrew McCallum
    In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Nov 2021
  3. NAACL
    Looking Beyond Sentence-Level Natural Language Inference for Question Answering and Text Summarization
    Anshuman MishraDhruvesh Patel, Aparna Vijayakumar, Xiang Lorraine LiPavan Kapanipathi, and Kartik Talamadupula
    In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies Jun 2021

2020

  1. Looking Beyond Sentence-Level Natural Language Inference for Downstream Tasks
    *Anshuman Mishra,  *Dhruvesh Patel, *Aparna Vijayakumar, Xiang LiPavan Kapanipathi, and Kartik Talamadupula
    In ArXiv Dec 2020
  2. Reading Comprehension as Natural Language Inference: A Semantic Analysis
    *Anshuman Mishra,  *Dhruvesh Patel, *Aparna Vijayakumar, Xiang LiPavan Kapanipathi, and Kartik Talamadupula
    In StarSem 2020 Workshop at COLING Dec 2020
  3. ACL
    Weakly Supervised Medication Regimen Extraction from Medical Conversations
    Dhruvesh PatelSandeep Konam, and Sai Prabhakar
    In Proceedings of the 3rd Clinical Natural Language Processing Workshop Nov 2020
  4. AKBC
    Representing Joint Hierarchies with Box Embeddings
    *Dhruvesh Patel, *Shib Sankar Dasgupta, Michael BoratkoXiang LiLuke Vilnis, and Andrew McCallum
    In Automated Knowledge Base Construction (AKBC) Nov 2020

2017

  1. Computing the Safe Working Zone of a 3-RRS Parallel Manipulator
    Dhruvesh Patel, Rohit Kalla, Tetik Halil, Kiper Gökhan, and Sandipan Bandyopadhyay
    In New Trends in Mechanism and Machine Science Nov 2017