Varun Kumar
- ReCode: Robustness Evaluation of Code Generation Models
2022/12/20 by Shiqi Wang, Wang, Shiqi, Zheng Li +25 · 27 citations
Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Engineering Research
- Multi-lingual Evaluation of Code Generation Models
2022/10/26 by Ben Athiwaratkun, Sanjay Krishna Gouda, Athiwaratkun, Ben +47 · 16 citations
Computer Science · #Software Engineering Research #Topic Modeling #Machine Learning and Data Classification
- LeDex: Training LLMs to Better Self-Debug and Explain Code
2024/05/28 by Nan Jiang, Jiang, Nan, Xiaopeng Li +15 · 15 citations
Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law
- Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies
2024/06/10 by Junlin Wang, Siddhartha Jain, Wang, Junlin +9 · 13 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Auction Theory and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Organizational Management and Leadership
- MyCrunchGPT: A chatGPT assisted framework for scientific machine learning
2023/06/27 by Varun Kumar, Kumar, Varun, Leonard Gleyzer +7 · 1 voice
#cs.LG #cs.CL #physics.soc-ph
- Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal
2022/03/23 by Umang Gupta, Gupta, Umang, Jwala Dhamala +16 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text Readability and Simplification
- Fusion-DeepONet: A Data-Efficient Neural Operator for Geometry-Dependent Hypersonic and Supersonic Flows
2025/01/03 by Ahmad Peyvan, Peyvan, Ahmad, Varun Kumar +2 · 9 citations
Engineering · #Fluid Dynamics and Turbulent Flows #Plasma and Flow Control in Aerodynamics #Computational Fluid Dynamics and Aerodynamics
- Fewer Truncations Improve Language Modeling
2024/04/16 by Hantian Ding, Ding, Hantian, Zijian Wang +11 · 5 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 #Topic Modeling
- Data Augmentation using Pre-trained Transformer Models
2020/03/04 by Varun Kumar, Kumar, Varun, Ashutosh Choudhary +3 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
- Detecting Adversarial Perturbations in Multi-Task Perception
2022/03/02 by Marvin Klingner, Klingner, Marvin, Varun Kumar +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Planning-Aware Code Infilling via Horizon-Length Prediction
2024/10/04 by Yifeng Ding, Ding, Yifeng, Hantian Ding +9 · 1 citation
Computer Science · Engineering · #Advanced Measurement and Metrology Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE)