Vivek Gupta

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 68

Top Topics

Text Classification

Question Answering

Semantic Parsing

Top Venues

EMNLP (Findings)

Publications

Pranshu Pandya, Agney S. Talwarr, Vatsal Gupta, Tushar Kataria, Vivek Gupta, Dan Roth
NTSEBENCH: Cognitive Reasoning Benchmark for Vision Language Models. CoRR (2024)
Srija Mukhopadhyay, Adnan Qidwai, Aparna Garimella, Pritika Ramu, Vivek Gupta, Dan Roth
Unraveling the Truth: Do LLMs really Understand Charts? A Deep Dive into Consistency and Robustness. CoRR (2024)
Irwin Deng, Kushagra Dixit, Vivek Gupta, Dan Roth
Enhancing Temporal Understanding in LLMs for Semi-structured Tables. CoRR (2024)
Ashim Gupta, Vivek Gupta, Shuo Zhang, Yujie He, Ning Zhang, Shalin Shah
Enhancing Question Answering on Charts Through Effective Pre-training Tasks. CoRR (2024)
Pragya Srivastava, Manuj Malik, Vivek Gupta, Tanuja Ganu, Dan Roth
Evaluating LLMs' Mathematical Reasoning in Financial Document Question Answering. ACL (Findings) (2024)
Shubhankar Singh, Purvi Chaurasia, Yerram Varun, Pranshu Pandya, Vatsal Gupta, Vivek Gupta, Dan Roth
FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts. ACL (Findings) (2024)
Nikhil Abhyankar, Vivek Gupta, Dan Roth, Chandan K. Reddy
H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables. CoRR (2024)
Mubashara Akhtar, Nikesh Subedi, Vivek Gupta, Sahar Tahmasebi, Oana Cocarascu, Elena Simperl
ChartCheck: Explainable Fact-Checking over Real-World Chart Images. ACL (Findings) (2024)
Siddharth Khincha, Chelsi Jain, Vivek Gupta, Tushar Kataria, Shuo Zhang
InfoSync: Information Synchronization across Multilingual Semi-structured Tables. ACL (Findings) (2023)
Mubashara Akhtar, Abhilash Reddy Shankarampeta, Vivek Gupta, Arpit Patil, Oana Cocarascu, Elena Simperl
Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data. CoRR (2023)
Vivek Gupta, Pranshu Kandoi, Mahek Bhavesh Vora, Shuo Zhang, Yujie He, Ridho Reinanda, Vivek Srikumar
TempTabQA: Temporal Question Answering for Semi-Structured Tables. EMNLP (2023)
Mubashara Akhtar, Abhilash Reddy Shankarampeta, Vivek Gupta, Arpit Patil, Oana Cocarascu, Elena Simperl
Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data. EMNLP (Findings) (2023)
Divyanshu Aggarwal, Vivek Gupta, Anoop Kunchukuttan
Evaluating Inter-Bilingual Semantic Parsing for Indian Languages. CoRR (2023)
Mubashara Akhtar, Nikesh Subedi, Vivek Gupta, Sahar Tahmasebi, Oana Cocarascu, Elena Simperl
ChartCheck: An Evidence-Based Fact-Checking Dataset over Real-World Chart Images. CoRR (2023)
Vivek Gupta, Pranshu Kandoi, Mahek Bhavesh Vora, Shuo Zhang, Yujie He, Ridho Reinanda, Vivek Srikumar
TempTabQA: Temporal Question Answering for Semi-Structured Tables. CoRR (2023)
Vatsal Gupta, Pranshu Pandya, Tushar Kataria, Vivek Gupta, Dan Roth
Multi-Set Inoculation: Assessing Model Robustness Across Multiple Challenge Sets. CoRR (2023)
Siddharth Khincha, Chelsi Jain, Vivek Gupta, Tushar Kataria, Shuo Zhang
InfoSync: Information Synchronization across Multilingual Semi-structured Tables. CoRR (2023)
Vivek Gupta, Akshat Shrivastava, Adithya Sagar, Armen Aghajanyan, Denis Savenkov
RetroNLU: Retrieval Augmented Task-Oriented Semantic Parsing. ConvAI@ACL (2022)
Abhilash Reddy Shankarampeta, Vivek Gupta, Shuo Zhang
Enhancing Tabular Reasoning with Pattern Exploiting Training. CoRR (2022)
Aashna Jena, Vivek Gupta, Manish Shrivastava, Julian Eisenschlos
Leveraging Data Recasting to Enhance Tabular Reasoning. EMNLP (Findings) (2022)
Divyanshu Aggarwal, Vivek Gupta, Anoop Kunchukuttan
IndicXNLI: Evaluating Multilingual Inference for Indian Languages. EMNLP (2022)
Vivek Gupta, Shuo Zhang, Alakananda Vempala, Yujie He, Temma Choji, Vivek Srikumar
Right for the Right Reason: Evidence Extraction for Trustworthy Tabular Reasoning. ACL (1) (2022)
Dibyakanti Kumar, Vivek Gupta, Soumya Sharma, Shuo Zhang
Realistic Data Augmentation Framework for Enhancing Tabular Reasoning. EMNLP (Findings) (2022)
Yerram Varun, Aayush Sharma, Vivek Gupta
Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning. DeeLIO@ACL (2022)
Divyanshu Aggarwal, Vivek Gupta, Anoop Kunchukuttan
IndicXNLI: Evaluating Multilingual Inference for Indian Languages. CoRR (2022)
Chaitanya Agarwal, Vivek Gupta, Anoop Kunchukuttan, Manish Shrivastava
Bilingual Tabular Inference: A Case Study on Indic Languages. NAACL-HLT (2022)
Aashna Jena, Vivek Gupta, Manish Shrivastava, Julian Martin Eisenschlos
Leveraging Data Recasting to Enhance Tabular Reasoning. CoRR (2022)
Vivek Gupta, Riyaz A. Bhat, Atreya Ghosal, Manish Shrivastava, Maneesh Kumar Singh, Vivek Srikumar
Is My Model Using The Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning. Trans. Assoc. Comput. Linguistics 10 (2022)
Abhilash Reddy Shankarampeta, Vivek Gupta, Shuo Zhang
Enhancing Tabular Reasoning with Pattern Exploiting Training. AACL/IJCNLP (1) (2022)
Dibyakanti Kumar, Vivek Gupta, Soumya Sharma, Shuo Zhang
Realistic Data Augmentation Framework for Enhancing Tabular Reasoning. CoRR (2022)
Nupur Jain, Vivek Gupta, Anshul Rai, Gaurav Kumar
TabPert : An Effective Platform for Tabular Perturbation. EMNLP (Demos) (2021)
Ankur Gupta, Vivek Gupta
Unsupervised Contextualized Document Representation. SustaiNLP@EMNLP (2021)
J. Neeraja, Vivek Gupta, Vivek Srikumar
Incorporating External Knowledge to Enhance Tabular Reasoning. NAACL-HLT (2021)
Vivek Gupta, Prerna Bharti, Pegah Nokhiz, Harish Karnick
SumPubMed: Summarization Dataset of PubMed Scientific Articles. ACL (student) (2021)
Ankur Gupta, Vivek Gupta
Unsupervised Contextualized Document Representation. CoRR (2021)
Nupur Jain, Vivek Gupta, Anshul Rai, Gaurav Kumar
TabPert: An Effective Platform for Tabular Perturbation. CoRR (2021)
Vivek Gupta, Akshat Shrivastava, Adithya Sagar, Armen Aghajanyan, Denis Savenkov
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing. CoRR (2021)
J. Neeraja, Vivek Gupta, Vivek Srikumar
Incorporating External Knowledge to Enhance Tabular Reasoning. CoRR (2021)
Vivek Gupta, Riyaz A. Bhat, Atreya Ghosal, Manish Srivastava, Maneesh Singh, Vivek Srikumar
Is My Model Using The Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning. CoRR (2021)
Shagun Uppal, Vivek Gupta, Avinash Swaminathan, Haimin Zhang, Debanjan Mahata, Rakesh Gosangi, Rajiv Ratn Shah, Amanda Stent
Two-Step Classification using Recasted Data for Low Resource Settings. AACL/IJCNLP (2020)
Vikas Raunak, Siddharth Dalmia, Vivek Gupta, Florian Metze
On Long-Tailed Phenomena in Neural Machine Translation. EMNLP (Findings) (2020)
Vikas Raunak, Siddharth Dalmia, Vivek Gupta, Florian Metze
On Long-Tailed Phenomena in Neural Machine Translation. CoRR (2020)
Vivek Gupta, Ankit Saw, Pegah Nokhiz, Praneeth Netrapalli, Piyush Rai, Partha P. Talukdar
P-SIF: Document Embeddings Using Partition Averaging. AAAI (2020)
Vivek Gupta, Ankit Kumar, Pegah Nokhiz, Harshit Gupta, Partha P. Talukdar
Improving Document Classification with Multi-Sense Embeddings. ECAI (2020)
Vivek Gupta, Maitrey Mehta, Pegah Nokhiz, Vivek Srikumar
INFOTABS: Inference on Tables as Semi-structured Data. CoRR (2020)
Vivek Gupta, Maitrey Mehta, Pegah Nokhiz, Vivek Srikumar
INFOTABS: Inference on Tables as Semi-structured Data. ACL (2020)
Vivek Gupta, Ankit Saw, Pegah Nokhiz, Praneeth Netrapalli, Piyush Rai, Partha P. Talukdar
P-SIF: Document Embeddings Using Partition Averaging. CoRR (2020)
Pranshi Yadav, Priya Yadav, Pegah Nokhiz, Vivek Gupta
Unbiasing Review Ratings with Tendency Based Collaborative Filtering. AACL/IJCNLP (Student Research Workshop) (2020)
Vikas Raunak, Vaibhav Kumar, Vivek Gupta, Florian Metze
On Dimensional Linguistic Properties of the Word Embedding Space. RepL4NLP@ACL (2020)
Vikas Raunak, Vivek Gupta, Florian Metze
Effective Dimensionality Reduction for Word Embeddings. RepL4NLP@ACL (2019)
Vikas Raunak, Vaibhav Kumar, Vivek Gupta, Florian Metze
On Dimensional Linguistic Properties of the Word Embedding Space. CoRR (2019)
Vivek Gupta, Ankit Kumar, Pegah Nokhiz, Harshit Gupta, Partha P. Talukdar
Improving Document Classification with Multi-Sense Embeddings. CoRR (2019)
Vivek Gupta, Pegah Nokhiz, Chitradeep Dutta Roy, Suresh Venkatasubramanian
Equalizing Recourse across Groups. CoRR (2019)
Tao Li, Vivek Gupta, Maitrey Mehta, Vivek Srikumar
A Logic-Driven Framework for Consistency of Neural Models. CoRR (2019)
Tao Li, Vivek Gupta, Maitrey Mehta, Vivek Srikumar
A Logic-Driven Framework for Consistency of Neural Models. EMNLP/IJCNLP (1) (2019)
Vivek Gupta, Rahul Wadbude, Nagarajan Natarajan, Harish Karnick, Prateek Jain, Piyush Rai
Distributional Semantics Meets Multi-Label Learning. AAAI (2019)
Shibhansh Dohare, Vivek Gupta, Harish Karnick
Unsupervised Semantic Abstractive Summarization. ACL (3) (2018)
Rahul Wadbude, Vivek Gupta, Dheeraj Mekala, Harish Karnick
User bias removal in review score prediction. COMAD/CODS (2018)
Dheeraj Mekala, Vivek Gupta, Purushottam Kar, Harish Karnick
Bayes-optimal Hierarchical Classification over Asymmetric Tree-Distance Loss. CoRR (2018)
Rahul Wadbude, Vivek Gupta, Piyush Rai, Nagarajan Natarajan, Harish Karnick
Leveraging Distributional Semantics for Multi-Label Learning. CoRR (2017)
Dhruv Mahajan, Vivek Gupta, S. Sathiya Keerthi, Sundararajan Sellamanickam, Shravan Narayanamurthy, Rahul Kidambi
Efficient Estimation of Generalization Error and Bias-Variance Components of Ensembles. CoRR (2017)
Dheeraj Mekala, Vivek Gupta, Bhargavi Paranjape, Harish Karnick
SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations. EMNLP (2017)
Vivek Gupta, Harish Karnick, Ashendra Bansal, Pradhuman Jhala
Product Classification in E-Commerce using Distributional Semantics. COLING (2016)
Vivek Gupta, Siddhant Mittal, Sandip Bhaumik, Raj Roy
Assisting humans to achieve optimal sleep by changing ambient temperature. BIBM (2016)
Vivek Gupta, Siddhant Mittal, Sandip Bhaumik, Raj Roy
Assisting humans to achieve optimal sleep by changing ambient temperature. CoRR (2016)
Rahul Wadbude, Vivek Gupta, Dheeraj Mekala, Janish Jindal, Harish Karnick
User Bias Removal in Fine Grained Sentiment Analysis. CoRR (2016)
Dheeraj Mekala, Vivek Gupta, Harish Karnick
Text classification with sparse composite document vectors. CoRR (2016)
Vivek Gupta, Harish Karnick, Ashendra Bansal, Pradhuman Jhala
Product Classification in E-Commerce using Distributional Semantics. CoRR (2016)