Weakly Supervised Medication Regimen Extraction from Medical Conversations. - Dhruvesh Patel; Sandeep Konam; Sai P. Selvaraj (ClinicalNLP@EMNLP, 2020)

Representing Joint Hierarchies with Box Embeddings. - Dhruvesh Patel; Shib Sankar Dasgupta; Michael Boratko; Xiang Li 069; Luke Vilnis; Andrew McCallum (AKBC, 2020)

Reading Comprehension as Natural Language Inference: A Semantic Analysis. - Anshuman Mishra; Dhruvesh Patel; Aparna Vijayakumar; Xiang Li 069; Pavan Kapanipathi; Kartik Talamadupula (*SEM@COLING, 2020)

Looking Beyond Sentence-Level Natural Language Inference for Downstream Tasks. - Anshuman Mishra; Dhruvesh Patel; Aparna Vijayakumar; Xiang Li 069; Pavan Kapanipathi; Kartik Talamadupula (CoRR, 2020)

Box Embeddings: An open-source library for representation learning using geometric structures. - Tejas Chheda; Purujit Goyal; Trang Tran 005; Dhruvesh Patel; Michael Boratko; Shib Sankar Dasgupta; Andrew McCallum (EMNLP (Demos), 2021)

Effect of Climate Change on Sea Level Rise with Special Reference to Indian Coastline. - Dummu Kalyan; Azazkhan Ibrahimkhan Pathan; Prasit G. Agnihotri; Mohammad Yasin Azimi; Daryosh Frozan; Joseph Sebastian; Usman Mohseni; Dhruvesh Patel; Cristina Prieto (ICO, 2021)

Design and Analysis of Water Distribution Network Using Epanet 2.0 and Loop 4.0 - A Case Study of Narangi Village. - Usman Mohseni; Azazkhan Ibrahimkhan Pathan; Prasit G. Agnihotri; Nilesh Patidar; Shabir Ahmad Zareer; D. Kalyan; V. Saran; Dhruvesh Patel; Cristina Prieto (ICO, 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; Kartik Talamadupula (NAACL-HLT, 2021)

Word2Box: Learning Word Representation Using Box Embeddings. - Shib Sankar Dasgupta; Michael Boratko; Shriya Atmakuri; Xiang Lorraine Li; Dhruvesh Patel; Andrew McCallum (CoRR, 2021)

Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings. - Shib Sankar Dasgupta; Michael Boratko; Siddhartha Mishra; Shriya Atmakuri; Dhruvesh Patel; Xiang Li 069; Andrew McCallum (ACL (1), 2022)

Event-Event Relation Extraction using Probabilistic Box Embedding. - EunJeong Hwang; Jay-Yoon Lee; Tianyi Yang; Dhruvesh Patel; Dongxu Zhang; Andrew McCallum (ACL (2), 2022)

Modeling Label Space Interactions in Multi-label Classification using Box Embeddings. - Dhruvesh Patel; Pavitra Dangati; Jay-Yoon Lee; Michael Boratko; Andrew McCallum (ICLR, 2022)

Structured Energy Network As a Loss. - Jay Yoon Lee; Dhruvesh Patel; Purujit Goyal; Wenlong Zhao 001; Zhiyang Xu; Andrew McCallum (NeurIPS, 2022)

Pretrained Language Models as Visual Planners for Human Assistance. - Dhruvesh Patel; Hamid Eghbalzadeh; Nitin Kamra; Michael Louis Iuzzolino; Unnat Jain; Ruta Desai (ICCV, 2023)

Language Guided Exploration for RL Agents in Text Environments. - Hitesh Golchha; Sahil Yerawar; Dhruvesh Patel; Soham Dan; Keerthiram Murugesan (NAACL-HLT (Findings), 2024)

Learning Representations for Hierarchies with Minimal Support. - Benjamin Rozonoyer; Michael Boratko; Dhruvesh Patel; Wenlong Zhao 001; Shib Sankar Dasgupta; Hung Le; Andrew McCallum (NeurIPS, 2024)

Insertion Language Models: Sequence Generation with Arbitrary-Position Insertions. - Dhruvesh Patel; Aishwarya Sahoo; Avinash Amballa; Tahira Naseem; Tim G. J. Rudner; Andrew McCallum (CoRR, 2025)