Gupta, Vipul
- Consent in Crisis: The Rapid Decline of the AI Data Commons
2024/07/20 by Shayne Longpre, Longpre, Shayne, Robert Mahari +104 · 5 voices · 15 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #cs.AI #cs.CL #cs.LG
- Improving Consistency in Large Language Models through Chain of Guidance
2025/02/21 by Harsh Raj, Vipul Gupta, Raj, Harsh +5 · 1 voice · 4 citations
#cs.CL
- Stochastic Weight Averaging in Parallel: Large-Batch Training that Generalizes Well
2020/01/07 by Gupta, Vipul, Serrano, Santiago Akle, DeCoste, Dennis · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Improving Model Evaluation using SMART Filtering of Benchmark Datasets
2024/10/26 by Vipul Gupta, Gupta, Vipul, Candace Ross +9 · 1 voice · 10 citations
Computer Science · #Neural Networks and Applications
- LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
2024/06/24 by Jiangshu Du, Du, Jiangshu, Yibo Wang +75 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Sociodemographic Bias in Language Models: A Survey and Forward Path
2023/06/13 by Vipul Gupta, Gupta, Vipul, Pranav Narayanan Venkit +5 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Changing Answer Order Can Decrease MMLU Accuracy
2024/06/27 by Gupta, Vipul, Pantoja, David, Ross, Candace +2 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- An Audit on the Perspectives and Challenges of Hallucinations in NLP
2024/04/11 by Pranav Narayanan Venkit, Tatiana Chakravorti, Venkit, Pranav Narayanan +13 · 6 citations
Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health via Writing #Misinformation and Its Impacts
- CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias
2023/08/24 by Gupta, Vipul, Venkit, Pranav Narayanan, Laurençon, Hugo +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering
2022/04/05 by Vipul Gupta, Gupta, Vipul, Zhuowan Li +9 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- Semantic Consistency for Assuring Reliability of Large Language Models
2023/08/17 by Harsh Raj, Raj, Harsh, Vipul Gupta +5 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- The Sentiment Problem: A Critical Survey towards Deconstructing Sentiment Analysis
2023/10/18 by Venkit, Pranav Narayanan, Srinath, Mukund, Gautam, Sanjana +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Interpretable Multi-Source Data Fusion Through Latent Variable Gaussian Process
2024/02/06 by Ravi, Sandipp Krishnan, Comlek, Yigitcan, Pathak, Arjun +9 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- PRBench: Large-Scale Expert Rubrics for Evaluating High-Stakes Professional Reasoning
2025/11/14 by Akyürek, Afra Feyza, Gosai, Advait, Zhang, Chen Bo Calvin +21 · 2 citations
#Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Attention Pruning: Automated Fairness Repair of Language Models via Surrogate Simulated Annealing
2025/03/20 by Dasu, Vishnu Asutosh, Rashid, Md Rafi ur, Gupta, Vipul +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences