For a full list, Google Scholar.

Complex data (Structured Data)

• MAPWise: Evaluating Vision-Language Models for Advanced Map Queries
  Srija Mukhopadhyay, Abhishek Rajgaria, Prerana Khatiwada, Manish Shrivastava, Dan Roth, Vivek Gupta
  Published at NAACL 2025, Paper
• Leveraging LLM for Synchronizing Information Across Multilingual Tables
  Siddharth Khincha, Tushar Kataria, Ankita Anand, Dan Roth, Vivek Gupta
  Published at NAACL 2025
• TRANSIENT TABLES: Evaluating LLMs’ Reasoning on Temporally Evolving Semi-structured Tables
  Abhilash Shankarampeta, Harsh Mahajan, Tushar Kataria, Dan Roth, Vivek Gupta
  Published at NAACL 2025
• H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables
  Nikhil Abhyankar, Vivek Gupta, Dan Roth, Chandan Reddy
  Published at NAACL 2025, Paper
• Enhancing Temporal Understanding in LLMs for Semi-structured Tables
  Irwin Deng, Kushagra Dixit, Dan Roth, Vivek Gupta
  Published at NAACL 2025, Paper
• NTSEBENCH: Cognitive Reasoning Benchmark for Vision Language Models
  Pranshu Pandya, Vatsal Gupta, Agney S Talwarr, Tushar Kataria, Dan Roth, Vivek Gupta
  Published at NAACL 2025, Paper
• Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets
  Vatsal Gupta, Pranshu Pandya, Tushar Kataria, Vivek Gupta, Dan Roth
  Published at EMNLP 2024, Paper, Project Page
• Unraveling the Truth: Do VLMs really Understand Charts? A Deep Dive into Consistency and Robustness
  Srija Mukhopadhyay, Adnan Qidwai, Aparna Garimella, Pritika Ramu, Vivek Gupta, Dan Roth
  Published at EMNLP 2024 (Finding), Paper, Project Page
• Knowledge-Aware Reasoning over Multimodal Semi-structured Tables
  Suyash Vardhan Mathur, Jainit Sushil Bafna, Kunal Kartik, Harshita Khandelwal, Manish Shrivastava, Vivek Gupta, Mohit Bansal, Dan Roth
  Published at EMNLP 2024 (Finding), Paper, Project Page
• FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts
  Shubhankar Singh, Purvi Chaurasia, Yerram Varun, Pranshu Pandya, Vatsal Gupta, Vivek Gupta, Dan Roth
  Published at ACL 2024 (Finding), Paper, Project Page
• Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering
  Pragya Srivastava, Manuj Malik, Vivek Gupta, Tanuja Ganu, Dan Roth
  Published at ACL 2024 (Finding), Paper
• ChartCheck: An Evidence-Based Fact-Checking Dataset over Real-World Chart Images
  Mubashara Akhtar, Nikesh Subedi, Vivek Gupta, Sahar Tahmasebi, Oana Cocarascu, Elena Simperl
  Published at ACL 2024 (Finding), Paper, Project Page
• Enhancing Question Answering on Charts Through Effective Pre-training Tasks
  Ashim Gupta, Vivek Gupta, Shuo Zhang, Yujie He, Ning Zhang, Shalin Shah
  Published at BlackboxNLP 2024, Paper

Semi-Structured Data (Tabular Reasoning)

• TempTabQA: Temporal Question Answering for Semi-Structured Tables
  Vivek Gupta, Pranshu Kandoi, Mahek Bhavesh Vora, Shuo Zhang, Yujie He, Ridho Reinanda, Vivek Srikumar
  Published at EMNLP 2023, Paper, Project Page
• Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data
  Mubashara Akhtar, Abhilash Shankarampeta, Vivek Gupta, Arpit Patil, Oana Cocarascu, Elena Simperl
  Published at EMNLP 2023(Findings), Paper
• InfoSync: Information Synchronization across Multilingual Semi-structured Tables
  Sidharth Khincha, Chelsi Jain, Vivek Gupta, Tushar Kataria, Shuo Zhang
  Published at ACL 2023, presented at Matching@ACL 2023 Project Page, Paper, Video, Poster, PPT
• Right for the Right Reason: Evidence Extraction for Trustworthy Tabular Reasoning,
  Vivek Gupta, Shuo Zhang, Alakananda Vempala, Yujie He, Temma Choji, Vivek Srikumar
  published at ACL 2022 Paper Poster [PPT] Video Media LinkedIn
• Is My Model Using The Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning,
  Vivek Gupta, Riyaz A. Bhat, Atreya Ghosal, Manish Srivastava, Maneesh Singh, Vivek Srikumar
  published at TACL 2022, presented at ACL 2022 [Paper][Preprint] [Poster] [PPT] [Video]
• Bilingual Tabular Inference: A Case Study on Indic Languages
  Chaitanya Agarwal*, Vivek Gupta*, Anoop Kunchukuttan, Manish Shrivastava
  published at NAACL 2022 [Paper] [Preprint] [PPT] [Poster] [Video]
• Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM model for Tabular Reasoning,
  Yerram Varun*, Aayush Sharma*, Vivek Gupta*
  to appear at DeeLIO-2022 @ACL 2022 [Paper] [Preprint] [Poster] [PPT] [Video]
  Won Best Paper award at DeeLIO-2022
• XInfoTabS: Evaluating Multilingual Tabular Natural Language Inference,
  Bhavnick Minhas*, Anant Shankhdhar*, Vivek Gupta*, Divyanshu Aggarwal, Shuo Zhang,
  published at MML-2022 (non-archival) and FEVER-2022 (archival) @ACL 2022 [Preprint] [Poster] [PPT] [Video] [Media] [LinkedIn]
• Enhancing Tabular Reasoning with Pattern Exploiting Training,
  Abhilash Shankarampeta*, Vivek Gupta*, Shuo Zhang
  to appear at SUKI-2022 (non-archival) [Preprint] [PPT] [Poster] [Video]
  (Extended Version at AACL 2022) [Paper] [Project Page] [Media]
• Efficient Realistic Data Generation Framework for Semi-Structured Tabular Inference,
  Dibyakanti Kumar*, Vivek Gupta*, Soumya Sharma, Shuo Zhang
  to appear at SUKI-2022(non-archival) [Preprint] [PPT] [Video] [Poster]
  (Extended Version at EMNLP 2022) [Project Page] [Paper] [Media]
• Leveraging Data Recasting to Enhance Tabular Reasoning,
  Aashna Jena*, Vivek Gupta*, Manish Shrivastava, Julian Martin Eisenschlos
  to appear at SUKI-2022 (non-archival) [Preprint] [Poster] [PPT] [Video]
  (Extended Version at EMNLP 2022) [Project Page] [Paper] [Media] [Poster]
• RetroNLU: Retrieval Augmented Task Oriented Semantic Parsing,
  Vivek Gupta, Akshat Shrivastava, Adithya Sagar, Armen Aghajanyan, Denis Savenkov,
  to appear at Spa-NLP-2022 (non-archival) and NLP4ConvAI-2022 (archival) @ACL 2022 [Paper] [Preprint] [Poster] [PPT] [Video]
  Won Outstanding Paper award at NLP4ConvAI-2022
• TabPert: An Effective Platform for Tabular Perturbation,
  Nupur Jain,Vivek Gupta, Anshul Rai, Gaurav Kumar
  Published at EMNLP 2021, Demo track [Paper] [Project Page][Preprint] [PPT] [Video] [Code]
• Incorporating External Knowledge to Enhance Tabular Reasoning,
  J. Neeraja*, Vivek Gupta*, and Vivek Srikumar
  Published at NAACL 2021 [Paper] [Project Page] [Code] [Video] [Poster] [PPT]
• InfoTabS: Inference on Tables as Semi-structured Data,
  Vivek Gupta, Maitrey Mehta, Pegah Nokhiz, Vivek Srikumar
  Published at ACL 2020 [Paper] [Project Page] [Video] [Data] [Code]

Logic Consistency / Low-resource Applications

• IndicSemParse: Evaluating Inter-Bilingual Semantic Parsing for Indian Languages
  Divyanshu Aggarwal*, Vivek Gupta*, Anoop Kunchukuttan
  To appear at NLP4ConvAI 2023 Project Page, Preprint
• IndicXNLI: Evaluating Multilingual Inference for Indian Languages
  Divyanshu Aggarwal*, Vivek Gupta*, Anoop Kunchukuttan
  To appear at MIA-2022 (non-archival) Preprint
• Logic Driven Classification for Low Resource Settings
  Shagun Uppal, Vivek Gupta, Avinash Swaminathan, Debanjan Mahata, Rakesh Gosangi, Haimin Zhang, Rajiv Ratn Shah, Amanda Stent
  Published at AACL-IJCNLP 2020 Paper
• A Logic-Driven Framework for Consistency of Neural Models
  Tao Li, Vivek Gupta, Maitrey Mehta, and Vivek Srikumar
  Published at EMNLP-IJCNLP 2019 Paper

Fairness and Bias

• Unbiasing Review Ratings with Tendency-based Collaborative Filtering
  Pranshi Yadav*, Priya Yadav*, Pegah Nokhiz, Vivek Gupta
  Published at AACL-IJCNLP SRW 2020 Paper
• User Bias Removal in Review Score Prediction
  Rahul Wadbude, Vivek Gupta, Dheeraj Mekala, Harish Karnick
  Published at CoDS-COMAD 2018 and DAB@CIKM 2017 Paper
• Equalizing Recourse across Groups
  Vivek Gupta*, Pegah Nokhiz*, Chitradeep Dutta Roy*, Suresh Venkatasubramanian
  Technical Report. Preprint
• Efficient Estimation of Generalization Error and Bias-Variance Components of Ensembles
  Dhruv Mahajan, Vivek Gupta, Satya Keerthi, Sundararjan Sellamanickam
  Technical Report. [Preprint]

Long-length Document Classification

• Unsupervised Contextualized Document Representation,
  Ankur Gupta, Vivek Gupta
  Published at SustaiNLP 2021 at EMNLP 2021 workshop. [Paper] [Preprint] [PPT] [Poster] [Video] [Code]
• Improving Document Classification with Multi-Sense Embeddings,
  Vivek Gupta, Ankit Saw, Pegah Nokhiz, Harshit Gupta, and Partha Talukdar
  Published at ECAI 2020 [Paper] [Blog] [Video] [Code]
  (extention of NAACL-SRW 2019 work)
  
• P-SIF: Document Embeddings using Partition Averaging
  Vivek Gupta, Ankit Saw, Pegah Nokhiz, Praneeth Netrapalli, Piyush Rai, Partha Talukdar
  Published at AAAI 2020, Presented at SustaiNLP 2020 [Paper] [Appendix] [PPT] [Poster] [Code] [Blog]
• Word Polysemy Aware Document Vector Estimation
  Vivek Gupta, Ankit Saw, Harshit Gupta, Pegah Nokhiz and Partha Talukdar
  Presented at NAACL-SRW 2019 (non-archival)
  (extended version appear at ECAI 2020) [Code]
• Sparse Composite Document Vectors using soft clustering over distributional representations
  Dheeraj Mekala*, Vivek Gupta*, Bhargavi Paranjape , Harish Karnick
  Published at EMNLP 2017. [Paper] [PPT] [Video] [Code]

Effective Dimentional Properties

• On Dimensional Linguistic Properties of the Word Embedding Space
  Vikas Raunak*, Vaibhav Kumar*, Vivek Gupta and Florian Metze
  Presented at ACL-SRW 2019 (non-archival), Published at RepL4NLP 2020 [Paper] [Paper] [Code]
  
• Effective Dimensionality Reduction for Word Embeddings
  Vikas Raunak, Vivek Gupta and Florian Metze
  Published at RepL4NLP 2019. [Paper] [Poster] [Code]

Summarization

• SumPubMed: Summarization Dataset of PubMed Scientific Articles
  Vivek Gupta, Prerna Bharti, Pegah Nokhiz, Harish Karnick
  Accepted to appear in ACL-IJCNLP SRW 2021 Preprint Dataset PPT
• Unsupervised Semantic Abstractive Summarization
  Shibhansh Dohare, Vivek Gupta, Harish Karnick
  Published at ACL-SRW 2018 Preprint Paper

eXtreme Learning (Capturing Tail)

• Distributional Semantics meet Multi-Label Learning
  Vivek Gupta, Rahul Wadbude, Nagararjan Natararjan, Harish Karnick, Prateek Jain, Piyush Rai
  Published at AAAI 2019 Paper
• Bayes-optimal Hierarchical Classification over Asymmetric Tree-Distance Loss
  Dheeraj Mekala, Vivek Gupta, Purushottam Kar, Harish Karnick
  Technical Report. Report
• On Long-Tailed Phenomena in Neural Machine Translation,
  Vikas Raunak, Siddharth Dalmia, Vivek Gupta, and Florian Metze
  Published at EMNLP 2020 (findings), Presented at SPNLP2020 [Paper] [Code]

Applications

• Product Classification in E-Commerce using Distributional Semantics
  Vivek Gupta, Harish Karnick, Ashendra Bansal, Pradhuman Jhala
  Published at COLING 2016 Paper
• Assisting Humans to Achieve Optimal Sleep by Changing Ambient Temperature
  Vivek Gupta*, Siddhant Mittal*, Sandip Bhaumik, Raj Roy
  Published at BIBM 2016 Paper