Charles Sutton
- Program Synthesis with Large Language Models
2021/08/16 by Jacob Austin, Austin, Jacob, Augustus Odena +21 · 1 voice · 703 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling #cs.LG #cs.PL
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1393 citations
#cs.CL #cs.AI
- PaLM: Scaling Language Modeling with Pathways
2022/04/05 by Aakanksha Chowdhery, Sharan Narang, Chowdhery, Aakanksha +129 · 471 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Show Your Work: Scratchpads for Intermediate Computation with Language Models
2021/11/30 by Maxwell Nye, Nye, Maxwell, Anders Andreassen +22 · 98 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Gemini Robotics Team, Rohan Anil, Gemini Team +2692 · 9 voices · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV
- How Often Do Single-Statement Bugs Occur?
2019/05/30 by Rafael-Michael Karampatsis, Charles Sutton · 2 voices · 6 citations
Computer Science · #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques #cs.PL #cs.SE
- A Convolutional Attention Network for Extreme Summarization of Source Code
2016/02/09 by Miltiadis Allamanis, Hao Peng, Allamanis, Miltiadis +3 · 34 citations
Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Topic Modeling
- Universal Self-Consistency for Large Language Model Generation
2023/11/29 by Xinyun Chen, Chen, Xinyun, Renat Aksitov +17 · 47 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Autoencoding Variational Inference For Topic Models
2017/03/04 by Akash Srivastava, Charles Sutton, Srivastava, Akash +1 · 23 citations
Computer Science · Social Sciences · #Topic Modeling #Computational and Text Analysis Methods #Natural Language Processing Techniques
- VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning
2017/05/22 by Akash Srivastava, Srivastava, Akash, Lazar Valkov +7 · 19 citations
Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Computational Physics and Python Applications
- NExT: Teaching Large Language Models to Reason about Code Execution
2024/04/23 by Ansong Ni, Miltiadis Allamanis, Ni, Ansong +11 · 2 voices · 8 citations
Computer Science · #cs.LG #cs.CL #cs.PL #cs.SE
- Natural Language to Code Generation in Interactive Data Science Notebooks
2022/12/19 by Pengcheng Yin, Yin, Pengcheng, Wen-Ding Li +21 · 19 citations
Computer Science · #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Engineering Research
- Training Chain-of-Thought via Latent-Variable Inference
2023/11/28 by Du Phan, Phan, Du, Matthew D. Hoffman +17 · 15 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- Popularity of arXiv.org within Computer Science
2017/10/14 by Charles Sutton, Linan Gong, Sutton, Charles +1 · 1 voice · 2 citations
Computer Science · Decision Sciences · #Data Quality and Management #Research Data Management Practices #Scientific Computing and Data Management #cs.DL
- HOUDINI: Lifelong Learning as Program Synthesis
2018/03/31 by Lazar Valkov, Valkov, Lazar, Dipak Chaudhari +7 · 6 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL)
- Language Model Cascades
2022/07/21 by D. Dohan, Dohan, David, Winnie Xu +21 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- SpreadsheetCoder: Formula Prediction from Semi-structured Context
2021/06/26 by Xinyun Chen, Petros Maniatis, Chen, Xinyun +11 · 4 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Spreadsheets and End-User Computing
- Natural Language Outlines for Code: Literate Programming in the LLM Era
2024/08/09 by Kensen Shi, Deniz Altınbüken, Saswat Anand +18 · 4 voices
Computer Science · #Digital Rights Management and Security #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #cs.AI #cs.CL #cs.HC #cs.LG #cs.SE
- Tailored Mutants Fit Bugs Better
2016/11/08 by Miltiadis Allamanis, Earl T. Barr, Allamanis, Miltiadis +5 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
- Learning to Execute Programs with Instruction Pointer Attention Graph\n Neural Networks
2020/10/23 by David Bieber, Bieber, David, Charles Sutton +5 · 2 citations
Computer Science · Engineering · Materials Science · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning in Materials Science #Software Engineering Research
- Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data
2019/07/15 by Simão Eduardo, Eduardo, Simão, Alfredo Nazábal +5 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis
- OptTyper: Probabilistic Type Inference by Optimising Logical and Natural\n Constraints
2020/04/01 by Irene Vlassi Pandi, Earl T. Barr, Pandi, Irene Vlassi +6 · 1 citation
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Scientific Computing and Data Management #Software Engineering Research #Topic Modeling
- CrossBeam: Learning to Search in Bottom-Up Program Synthesis
2022/03/20 by Kensen Shi, Hanjun Dai, Shi, Kensen +5 · 1 citation
Computer Science · Materials Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Programming Languages (cs.PL) #Software Engineering Research #Software Testing and Debugging Techniques
- Compositional Generalization and Decomposition in Neural Program Synthesis
2022/04/07 by Kensen Shi, Shi, Kensen, Joey Hong +7 · 1 citation
Computer Science · Materials Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Programming Languages (cs.PL) #Software Engineering Research #Software Testing and Debugging Techniques