David Bieber

1. 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 · 1390 citations
   #cs.CL #cs.AI
2. Show Your Work: Scratchpads for Intermediate Computation with Language Models
   2021/11/30 by Maxwell Nye, Nye, Maxwell, Anders Andreassen +22 · 92 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
3. 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
4. Neural Program Repair by Jointly Learning to Localize and Repair
   2019/04/03 by Marko Vasić, Vasic, Marko, Aditya Kanade +7 · 3 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Software Engineering Research
5. 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
6. Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions
   2022/03/07 by David Bieber, Bieber, David, Rishab Goel +6 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
7. Neural Networks for Modeling Source Code Edits
   2019/04/04 by Rui Zhao, Zhao, Rui, David Bieber +5 · 2 citations
   Computer Science · #Software Engineering Research #Topic Modeling #Advanced Malware Detection Techniques