publications

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

2026

2026

  1. ICMLWorkshop
    Learned Relay Representations for Forward-Thinking Discrete Diffusion Models
    Benjamin Rozonoyer, Jacopo Minniti, Dhruvesh Patel, Neil Band, Joey Bose, and 2 more authors
    In ICML 2026 Workshop on Foundations of Deep Generative Models: Understanding Memorization, Generalization, and Reasoning, 2026
  2. Insertion Based Sequence Generation with Learnable Order Dynamics
    Dhruvesh Patel, Benjamin Rozonoyer, Gaurav Pandey, Tahira Naseem, Ramón Fernandez Astudillo, and 1 more author
    In ICML, 2026
  3. AISTATSSpotlight
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    A Continuous Time Markov Chain framework for Insertion Language Models
    Dhruvesh Patel, Benjamin Rozonoyer, Soumitra Das, Tahira Naseem, Tim G. J. Rudner, and 1 more author
    In AISTATS (Spotlight, Top 6%), 2026
  4. xLM: A Python Package for Non-Autoregressive Language Models
    Dhruvesh Patel, Durga Prasad Maram, Sai Sreenivas Chintha, Benjamin Rozonoyer, and Andrew McCallum
    In Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 3: System Demonstrations), Mar 2026

2025

2025

  1. NeurIPSWorkshop
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    Improved Sampling from Masked Diffusion Models with Position Contrastive Guidance
    Dhruvesh Patel, Tahira Naseem, Gaurav Pandey, Md Arafat Sultan, Andrew McCallum, and 1 more author
    In NeurIPS 2025 Workshop on Structured Probabilistic Inference & Generative Modeling, Mar 2025
  2. NeurIPSWorkshop
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    Insertion Language Models: Sequence Generation with Arbitrary-Position Insertions
    Dhruvesh Patel, Aishwarya Sahoo, Avinash Amballa, Tahira Naseem, Tim G. J. Rudner, and 1 more author
    In NeurIPS 2025 Workshop on Structured Probabilistic Inference & Generative Modeling, Mar 2025

2024

2024

  1. Language Guided Exploration for RL Agents in Text Environments
    Hitesh Golchha, Sahil Yerawar, Dhruvesh Patel, Soham Dan, and Keerthiram Murugesan
    In Findings of the Association for Computational Linguistics: NAACL 2024, Mar 2024
  2. Learning Representations for Hierarchies with Minimal Support
    Benjamin Rozonoyer, Michael BoratkoDhruvesh Patel, Wenlong Zhao, Shib Dasgupta, and 2 more authors
    In Advances in Neural Information Processing Systems, Mar 2024

2023

2023

  1. Pretrained Language Models as Visual Planners for Human Assistance
    Dhruvesh PatelHamid EghbalzadehNitin Kamra, Michael Louis Iuzzolino, Unnat Jain, and 1 more author
    In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2023

2022

2022

  1. Structured Energy Network As a Loss
    Jay-Yoon LeeDhruvesh Patel, Purujit Goyal, Wenlong Zhao, Zhiyang Xu, and 1 more author
    In Advances in Neural Information Processing Systems, Oct 2022
  2. Modeling Label Space Interactions in Multi-label Classification using Box Embeddings
    In The Tenth International Conference on Learning Representations , Oct 2022
  3. Event-Event Relation Extraction using Probabilistic Box Embedding
    EunJeong Hwang, Jay-Yoon Lee, Tianyi Yang, Dhruvesh Patel, Dongxu Zhang, and 1 more author
    In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, Oct 2022
  4. Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings
    Shib DasguptaMichael Boratko, Siddhartha Mishra, Shriya Atmakuri, Dhruvesh Patel, and 2 more authors
    In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), May 2022

2021

2021

  1. Box Embeddings: An open-source library for representation learning using geometric structures
    Tejas Chheda, Purujit Goyal, Trang Tran, Dhruvesh PatelMichael Boratko, and 2 more authors
    In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, May 2021
  2. Looking Beyond Sentence-Level Natural Language Inference for Question Answering and Text Summarization
    Anshuman MishraDhruvesh Patel, Aparna Vijayakumar, Xiang Lorraine LiPavan Kapanipathi, and 1 more author
    In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Jun 2021

2020

2020

  1. Representing Joint Hierarchies with Box Embeddings
    Dhruvesh PatelShib Sankar DasguptaMichael BoratkoXiang LiLuke Vilnis, and 1 more author
    In Automated Knowledge Base Construction (AKBC), Jun 2020
  2. EMNLPWorkshop
    Weakly Supervised Medication Regimen Extraction from Medical Conversations
    Dhruvesh PatelSandeep Konam, and Sai Prabhakar Selvaraj
    In Proceedings of the 3rd Clinical Natural Language Processing Workshop, Nov 2020
  3. COLINGWorkshop
    Reading Comprehension as Natural Language Inference: A Semantic Analysis
    Anshuman MishraDhruvesh Patel, Aparna Vijayakumar, Xiang LiPavan Kapanipathi, and 1 more author
    In StarSem 2020 Workshop at COLING , Nov 2020

2017

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