Publications

Full list of publications, pulled from the publications collection (_publications/*.md). Each entry’s front matter (title, authors, venue, tag, year, href, thumbnail) mirrors the fields used by the Selected Publications list on the About page — add a new file under _publications/ for each paper.

EACL Proc. of the 19th Conference of the EACL (System Demonstrations), 2026

xLM: A Python Package for Non-Autoregressive Language Models

Dhruvesh Patel , Durga Prasad Maram , Sai Sreenivas Chintha , Benjamin Rozonoyer and Andrew McCallum

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ICML ICML 2026 Workshop on Foundations of Deep Generative Models, 2026

Learned Relay Representations for Forward-Thinking Discrete Diffusion Models

Benjamin Rozonoyer ^* , Jacopo Minniti ^* , Dhruvesh Patel ^* , Neil Band , Joey Bose , Tim G. J. Rudner and Andrew McCallum

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ICML ICML, 2026

Insertion Based Sequence Generation with Learnable Order Dynamics

Dhruvesh Patel ^* , Benjamin Rozonoyer ^* , Gaurav Pandey , Tahira Naseem , Ramón Fernandez Astudillo and Andrew McCallum

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AISTATS AISTATS (Spotlight, Top 6%), 2026

A Continuous Time Markov Chain framework for Insertion Language Models

Dhruvesh Patel , Benjamin Rozonoyer , Soumitra Das , Tahira Naseem , Tim G. J. Rudner and Andrew McCallum

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NeurIPS NeurIPS 2025 Workshop on Structured Probabilistic Inference & Generative Modeling, 2025

Improved Sampling from Masked Diffusion Models with Position Contrastive Guidance

Dhruvesh Patel , Tahira Naseem , Gaurav Pandey , Md Arafat Sultan , Andrew McCallum and Ramón Fernandez Astudillo

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NeurIPS NeurIPS 2025 Workshop on Structured Probabilistic Inference & Generative Modeling, 2025

Insertion Language Models: Sequence Generation with Arbitrary-Position Insertions

Dhruvesh Patel , Aishwarya Sahoo , Avinash Amballa , Tahira Naseem , Tim G. J. Rudner and Andrew McCallum

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NAACL Findings of the ACL: NAACL 2024, 2024

Language Guided Exploration for RL Agents in Text Environments

Hitesh Golchha , Sahil Yerawar , Dhruvesh Patel , Soham Dan and Keerthiram Murugesan

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NeurIPS Advances in Neural Information Processing Systems, 2024

Learning Representations for Hierarchies with Minimal Support

Benjamin Rozonoyer , Michael Boratko , Dhruvesh Patel , Wenlong Zhao , Shib Dasgupta , Hung Le and Andrew McCallum

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ICCV Proc. of the IEEE/CVF ICCV, 2023

Pretrained Language Models as Visual Planners for Human Assistance

Dhruvesh Patel , Hamid Eghbalzadeh , Nitin Kamra , Michael Louis Iuzzolino , Unnat Jain and Ruta Desai

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ACL Proc. of the 60th Annual Meeting of the ACL, 2022

Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings

Shib Dasgupta ^* , Michael Boratko ^* , Siddhartha Mishra , Shriya Atmakuri , Dhruvesh Patel , Xiang Li and Andrew McCallum

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NeurIPS Advances in Neural Information Processing Systems, 2022

Structured Energy Network As a Loss

Jay-Yoon Lee , Dhruvesh Patel , Purujit Goyal , Wenlong Zhao , Zhiyang Xu and Andrew McCallum

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ACL Proc. of the 60th Annual Meeting of the ACL, 2022

Event-Event Relation Extraction using Probabilistic Box Embedding

EunJeong Hwang , Jay-Yoon Lee , Tianyi Yang , Dhruvesh Patel , Dongxu Zhang and Andrew McCallum

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ICLR The Tenth ICLR, 2022

Modeling Label Space Interactions in Multi-label Classification using Box Embeddings

Dhruvesh Patel , Pavitra Dangati , Jay-Yoon Lee , Michael Boratko and Andrew McCallum

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NAACL Proc. of NAACL: Human Language Technologies, 2021

Looking Beyond Sentence-Level Natural Language Inference for Question Answering and Text Summarization

Anshuman Mishra , Dhruvesh Patel , Aparna Vijayakumar , Xiang Lorraine Li , Pavan Kapanipathi and Kartik Talamadupula

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EMNLP Proc. of EMNLP: System Demonstrations, 2021

Box Embeddings: An open-source library for representation learning using geometric structures

Tejas Chheda ^* , Purujit Goyal ^* , Trang Tran ^* , Dhruvesh Patel , Michael Boratko , Shib Sankar Dasgupta and Andrew McCallum

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COLING StarSem 2020 Workshop at COLING, 2020

Reading Comprehension as Natural Language Inference: A Semantic Analysis

Anshuman Mishra ^* , Dhruvesh Patel ^* , Aparna Vijayakumar ^* , Xiang Li , Pavan Kapanipathi and Kartik Talamadupula

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EMNLP Proc. of the 3rd Clinical NLP Workshop, 2020

Weakly Supervised Medication Regimen Extraction from Medical Conversations

Dhruvesh Patel , Sandeep Konam and Sai Prabhakar Selvaraj

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AKBC Automated Knowledge Base Construction (AKBC), 2020

Representing Joint Hierarchies with Box Embeddings

Dhruvesh Patel ^* , Shib Sankar Dasgupta ^* , Michael Boratko , Xiang Li , Luke Vilnis and Andrew McCallum

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NTMM New Trends in Mechanism and Machine Science, 2017

Computing the Safe Working Zone of a 3-RRS Parallel Manipulator

Dhruvesh Patel , Rohit Kalla , Tetik Halil , Kiper Gökhan and Sandipan Bandyopadhyay

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