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.
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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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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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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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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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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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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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Language Guided Exploration for RL Agents in Text Environments
Hitesh Golchha, Sahil Yerawar, Dhruvesh Patel, Soham Dan, and Keerthiram Murugesan
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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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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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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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Structured Energy Network As a Loss
Jay-Yoon Lee, Dhruvesh Patel, Purujit Goyal, Wenlong Zhao, Zhiyang Xu, and Andrew McCallum
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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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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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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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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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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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Weakly Supervised Medication Regimen Extraction from Medical Conversations
Dhruvesh Patel, Sandeep Konam, and Sai Prabhakar Selvaraj
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Representing Joint Hierarchies with Box Embeddings
Dhruvesh Patel, Shib Sankar Dasgupta, Michael Boratko, Xiang Li, Luke Vilnis, and Andrew McCallum
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Computing the Safe Working Zone of a 3-RRS Parallel Manipulator
Dhruvesh Patel, Rohit Kalla, Tetik Halil, Kiper Gökhan, and Sandipan Bandyopadhyay