Publications

• ZeroTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models Dheeraj Mekala, Jason Wolfe, Subhro Roy EMNLP 2023
• BenchCLAMP: A Benchmark for Evaluating Language Models on Semantic Parsing Subhro Roy, Sam Thomson, Tongfei Chen, Richard Shin, Adam Pauls, Jason Eisner, Benjamin Van Durme NeurIPS 2023 Datasets and Benchmarks Track
• Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation Kevin Yang, Olivia Deng, Charles Chen, Richard Shin, Subhro Roy, Benjamin Van Durme Findings of ACL 2022
• Constrained Language Models Yield Few-Shot Semantic Parsers Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme EMNLP 2021
• Value-Agnostic Conversational Semantic Parsing Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alex Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Wolfe, Jacob Andreas, Dan Klein ACL 2021
• An Intelligence Architecture for Grounded Language Communication with Field Robots Thomas M Howard, Nicholas Roy, Jonathan Fink, Jacob Arkin, Rohan Paul, Daehyung Park, Subhro Roy, D Barber, Rhyse Bendell, Karl Schmeckpeper, Junjiao Tian, Jean Oh, Maggie Wigness, Long Quang, Brandon Rothrock, Jeremy Nash, Matthew R Walter, Florian Jentsch, Ethan Stump Field Robotics 2021
• Task-Oriented Dialogue as Dataflow Synthesis Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H. Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Wolfe, Abby Wray, Yuchen Zhang and Alexander Zotov TACL 2020
• Multimodal estimation and communication of latent semantic knowledge for robust execution of robot instructions Jacob Arkin, Daehyung Park, Subhro Roy, Matthew R Walter, Nicholas Roy, Thomas Howard, Rohan Paul IJRR 2020
• Inferring Task Goals and Constraints using Bayesian Nonparametric Inverse Reinforcement Learning Daehyung Park, Michael Noseworthy, Rohan Paul, Subhro Roy, and Nicholas Roy CoRL 2019
• Task-Conditioned Variational Autoencoders for Learning Movement Primitives Michael Noseworthy, Rohan Paul, Subhro Roy, Daehyung Park and Nicholas Roy CoRL 2019
• Leveraging Past References for Robust Language Grounding Michael Noseworthy^**, Subhro Roy^**, Rohan Paul, Daehyung Park and Nicholas Roy CoNLL 2019
• Grounding Robot Plans from Natural Language Instructions with Incomplete World Knowledge Daniel Nyga^**, Subhro Roy^**, Rohan Paul^**, Daehyung Park, Mihai Pomarlan, Michael Beetz and Nicholas Roy CoRL 2018
• Real-Time Human-Robot Communication for Manipulation Tasks in Partially Observed Environments Jacob Arkin, Rohan Paul, Daehyung Park, Subhro Roy, Nicholas Roy and Thomas M. Howard ISER 2018
• Mapping to Declarative Knowledge for Word Problem Solving Subhro Roy and Dan Roth TACL 2018 [Code and Data]
• CogCompNLP: Your Swiss Army Knife for NLP D. Khashabi, M. Sammons, B. Zhou, T. Redman, C. Christodoulopoulos, V. Srikumar, N. Rizzolo, L. Ratinov, G. Luo, Q. Do, C. Tsai, S. Roy, S. Mayhew, Z. Feng, J. Wieting, X Yu , Y. Song , S. Gupta S. Upadhyay , N. Arivazhagan , Q. Ning , S. Ling and D. Roth LREC 2018 [Link]
• Unit Dependency Graph and its Application to Arithmetic Word Problem Solving Subhro Roy and Dan Roth AAAI 2017 [Code and Data]
• Equation Parsing : Mapping Sentences to Grounded Equations Subhro Roy, Shyam Upadhyay and Dan Roth EMNLP 2016 [Code and Data]
• Approximating the Maximum Overlap of Polygons under Translation^**** Sariel Har-Peled and Subhro Roy Algorithmica 2016
• MAWPS: A Math Word Problem Repository Rik Koncel-Kedziorski^**, Subhro Roy^**, Aida Amini, Nate Kushman and Hannaneh Hajishirzi NAACL 2016 (Short) [Code] [Data]
• Solving General Arithmetic Word Problems Subhro Roy and Dan Roth EMNLP 2015 [Slides] [Data] [Code V1](runs on new data) [Code V2](reproduces results)
• Reasoning about Quantities in Natural Language Subhro Roy, Tim Vieira, Dan Roth TACL 2015 [Press] [Slides] [Data] [Tool]
• Approximating the Maximum Overlap of Polygons under Translation^**** Sariel Har-Peled and Subhro Roy ESA 2014 [Slides]
• Local Learning for Mining Outlier Subgraphs from Network Datasets Manish Gupta, Arun Mallya, Subhro Roy, Jason H.D. Cho, Jiawei Han SDM 2014

^****Author names in alphabetical order      ^**Equal contribution

Workshops and Demos

• Guided K-best Selection for Semantic Parsing Annotation Anton Belyy, Chieh-Yang Huang, Jacob Andreas, Emmanouil Antonios Platanios, Sam Thomson, Richard Shin, Subhro Roy, Aleksandr Nisnevich, Charles Chen Jr, Benjamin Van Durme ACL Demonstrations 2022
• Illinois Math Solver: Math Reasoning on the Web Subhro Roy and Dan Roth NAACL Demonstrations 2016 [Demo]
• Illinois CCG TAC 2015 Event Nugget, Entity Discovery And Linking, and Slot Filler Validation Systems M. Sammons, H. Peng, Y. Song, S. Upadhyay, C. Tsai, P. Reddy, S. Roy, D. Roth TAC 2015
• The University Of Illinois Submission to the WMT 2015 Shared Translation Task L. Schwartz, B. Bryce, C. Geigle, S. Massung, Y. Liu, H. Peng and V. Raja, S. Roy, S. Upadhyay Workshop on Statistical Machine Translation 2015
• Illinois Cognitive Computation Group UI-CCG TAC 2013 Entity Linking and Slot Filler Validation Systems X. Cheng, B. Chen, R. Samdani, K. Chang, Z. Fei, M. Sammons, J. Wieting, S. Roy, C. Wang, D. Roth TAC 2013

Pre-2012

• MAESTRO: Making Art-Enabled Sketches Through Randomized Operations Subhro Roy, Rahul Chatterjee, Partha Bhowmick, Reinhard Klette CAIP 2011
• A Simulation of Realistic Sketching by Randomized Pencil Strokes Rahul Chatterjee, Subhro Roy, Partha Bhowmick IEEE Students’ Technology Symposium 2011, IIT Kharagpur, India Best Paper Award on Web, Multimedia, Computers and Embedded Systems
• SLAM using Relational Trees and Semantics A. Sarkar, R. Reiger, S. Roy, R. Chaterjee, A. Datta, J.P. Gupta, A. Sowmyan ICMMM 2011