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Publication search results
found 139 matches
- 2024
- Bolun "Namir" Xia, Vipula Rawte, Aparna Gupta, Mohammed J. Zaki:
FETILDA: Evaluation Framework for Effective Representations of Long Financial Documents. ACM Trans. Knowl. Discov. Data 18(7): 182 (2024) - Wesley Suttle, Vipul Kumar Sharma, Krishna Chaitanya Kosaraju, Seetharaman Sivaranjani, Ji Liu, Vijay Gupta, Brian M. Sadler:
Sampling-based Safe Reinforcement Learning for Nonlinear Dynamical Systems. AISTATS 2024: 4420-4428 - Sandipp Krishnan Ravi, Yigitcan Comlek, Wei Chen, Arjun Pathak, Vipul Gupta, Rajnikant Umretiya, Andrew Hoffman, Ghanshyam Pilania, Piyush Pandita, Sayan Ghosh, Nathaniel Mckeever, Liping Wang:
Interpretable Multi-Source Data Fusion Through Latent Variable Gaussian Process. CoRR abs/2402.04146 (2024) - Wesley A. Suttle, Vipul K. Sharma, Krishna Chaitanya Kosaraju, S. Sivaranjani, Ji Liu, Vijay Gupta, Brian M. Sadler:
Sampling-based Safe Reinforcement Learning for Nonlinear Dynamical Systems. CoRR abs/2403.04007 (2024) - Pranav Narayanan Venkit, Tatiana Chakravorti, Vipul Gupta, Heidi Biggs, Mukund Srinath, Koustava Goswami, Sarah Rajtmajer, Shomir Wilson:
"Confidently Nonsensical?": A Critical Survey on the Perspectives and Challenges of 'Hallucinations' in NLP. CoRR abs/2404.07461 (2024) - Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Haoran Ranran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Jiayang Cheng, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin:
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. CoRR abs/2406.16253 (2024) - Vipul Gupta, David Pantoja, Candace Ross, Adina Williams, Megan Ung:
Changing Answer Order Can Decrease MMLU Accuracy. CoRR abs/2406.19470 (2024) - Shayne Longpre, Robert Mahari, Ariel Lee, Campbell Lund, Hamidah Oderinwale, William Brannon, Nayan Saxena, Naana Obeng-Marnu, Tobin South, Cole Hunter, Kevin Klyman, Christopher Klamm, Hailey Schoelkopf, Nikhil Singh, Manuel Cherep, Ahmad Anis, An Dinh, Caroline Chitongo, Da Yin, Damien Sileo, Deividas Mataciunas, Diganta Misra, Emad A. Alghamdi, Enrico Shippole, Jianguo Zhang, Joanna Materzynska, Kun Qian, Kush Tiwary, Lester James V. Miranda, Manan Dey, Minnie Liang, Mohammed Hamdy, Niklas Muennighoff, Seonghyeon Ye, Seungone Kim, Shrestha Mohanty, Vipul Gupta, Vivek Sharma, Vu Minh Chien, Xuhui Zhou, Yizhi Li, Caiming Xiong, Luis Villa, Stella Biderman, Hanlin Li, Daphne Ippolito, Sara Hooker, Jad Kabbara, Sandy Pentland:
Consent in Crisis: The Rapid Decline of the AI Data Commons. CoRR abs/2407.14933 (2024) - Vipul Gupta, Xin Chen, Ruoyun Huang, Fanlong Meng, Jianjun Chen, Yujun Yan:
GraphScale: A Framework to Enable Machine Learning over Billion-node Graphs. CoRR abs/2407.15452 (2024) - 2023
- Pranav Venkit, Mukund Srinath, Sanjana Gautam, Saranya Venkatraman, Vipul Gupta, Rebecca J. Passonneau, Shomir Wilson:
The Sentiment Problem: A Critical Survey towards Deconstructing Sentiment Analysis. EMNLP 2023: 13743-13763 - Vipul Gupta, Apurva Narayan:
Do we need entire training data for adversarial training? CoRR abs/2303.06241 (2023) - Ayan Gupta, Mayank Dixit, Vipul Kumar Mishra, Attulya Singh, Atul Dayal:
Brain Tumor Segmentation from MRI Images using Deep Learning Techniques. CoRR abs/2305.00257 (2023) - Vipul Gupta, Pranav Narayanan Venkit, Shomir Wilson, Rebecca J. Passonneau:
Survey on Sociodemographic Bias in Natural Language Processing. CoRR abs/2306.08158 (2023) - Harsh Raj, Vipul Gupta, Domenic Rosati, Subhabrata Majumdar:
Semantic Consistency for Assuring Reliability of Large Language Models. CoRR abs/2308.09138 (2023) - Vipul Gupta, Pranav Narayanan Venkit, Hugo Laurençon, Shomir Wilson, Rebecca J. Passonneau:
CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias. CoRR abs/2308.12539 (2023) - Pranav Narayanan Venkit, Mukund Srinath, Sanjana Gautam, Saranya Venkatraman, Vipul Gupta, Rebecca J. Passonneau, Shomir Wilson:
The Sentiment Problem: A Critical Survey towards Deconstructing Sentiment Analysis. CoRR abs/2310.12318 (2023) - 2022
- Priyadarsini K, Sri Lakshmi Chandana, Severo Simón Calderón Samaniego, Megha Gupta Chaudhary, Vipul Vekariya, Abhay Chaturvedi:
Intelligent Mobile Edge Computing Integrated with Blockchain Security Analysis for Millimetre-Wave Communication. Int. J. Commun. Networks Inf. Secur. 14(3): 100-122 (2022) - Tharun Kumar Reddy, Vipul Arora, Vinay Gupta, Rupam Biswas, Laxmidhar Behera:
EEG-Based Drowsiness Detection With Fuzzy Independent Phase-Locking Value Representations Using Lagrangian-Based Deep Neural Networks. IEEE Trans. Syst. Man Cybern. Syst. 52(1): 101-111 (2022) - Vipul Gupta, Zhuowan Li, Adam Kortylewski, Chenyu Zhang, Yingwei Li, Alan L. Yuille:
SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering. CVPR 2022: 5068-5078 - Jaya Gupta, Deepak Garg, Vipul Kumar Mishra:
Reward based Video Summarization using Advanced Deep Learning Architectures. IC3 2022: 410-416 - Venkata M. V. Gunturi, Rakesh Rajeev, Vipul Bondre, Aaditya Barnwal, Samir Jain, Ashank Anshuman, Manish Gupta:
A Case Study on Periodic Spatio- Temporal Hotspot Detection in Azure Traffic Data. ICDM (Workshops) 2022: 1037-1044 - Vartika Gupta, Tushar P. Kendre, Tharun Kumar Reddy, Vipul Arora:
Comparative Performance Analysis of Scalp EEG and Ear EEG based P300 Ambulatory Brain-Computer Interfaces using Riemannian Geometry and Convolutional Neural Networks. NCC 2022: 314-319 - Sinchan Sengupta, Sathya Peri, Vipul Aggarwal, Ambey Kumari Gupta:
A Heuristic for Constructing Minimum Average Stretch Spanning Tree Using Betweenness Centrality. PDP 2022: 67-74 - Vipul Gupta, Zhuowan Li, Adam Kortylewski, Chenyu Zhang, Yingwei Li, Alan L. Yuille:
SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering. CoRR abs/2204.02285 (2022) - Bolun "Namir" Xia, Vipula D. Rawte, Mohammed J. Zaki, Aparna Gupta:
FETILDA: An Effective Framework For Fin-tuned Embeddings For Long Financial Text Documents. CoRR abs/2206.06952 (2022) - 2021
- Vipul Gupta:
Towards Ubiquitous Serverless Computing: Fast Large-Scale Machine Learning and Optimal Pricing for the Cloud. University of California, Berkeley, USA, 2021 - Sajjad Shokouhyar, Sina Shokoohyar, Niloufar Raja, Vipul Gupta:
Promoting fashion customer relationship management dimensions based on customer tendency to outfit matching: mining customer orientation and buying behaviour. Int. J. Appl. Decis. Sci. 14(1): 1-23 (2021) - Javed Akhtar, Ketan Rajawat, Vipul Gupta, Ajit Kumar Chaturvedi:
Joint User and Antenna Selection in Massive-MIMO Systems With QoS-Constraints. IEEE Syst. J. 15(1): 497-508 (2021) - Lov Kumar, Prakhar Gupta, Lalita Bhanu Murthy Neti, Santanu Ku. Rath, Shashank Mouli Satapathy, Vipul Kocher, Srinivas Padmanabhuni:
Predicting Software Defect Severity Level using Sentence Embedding and Ensemble Learning. SEAA 2021: 379-386 - Vipul Gupta, Dhruv Choudhary, Ping Tak Peter Tang, Xiaohan Wei, Xing Wang, Yuzhen Huang, Arun Kejariwal, Kannan Ramchandran, Michael W. Mahoney:
Training Recommender Systems at Scale: Communication-Efficient Model and Data Parallelism. KDD 2021: 2928-2936
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