David Dohan
- Competitive Programming with Large Reasoning Models
2025/02/03 by OpenAI, :, Ahmed El-Kishky +50 · 13 voices · 63 citations
Decision Sciences · Economics, Econometrics and Finance · #Economic theories and models #Multi-Criteria Decision Making #cs.AI #cs.CL #cs.LG
- Program Synthesis with Large Language Models
2021/08/16 by Jacob Austin, Austin, Jacob, Augustus Odena +21 · 1 voice · 914 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling #cs.LG #cs.PL
- GPT-4 Technical Report
2023/03/15 by OpenAI, Josh Achiam, Steven Adler +556 · 6 voices · 4239 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- PaLM: Scaling Language Modeling with Pathways
2022/04/05 by Aakanksha Chowdhery, Chowdhery, Aakanksha, Sharan Narang +138 · 3 voices · 639 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL
- Solving Quantitative Reasoning Problems with Language Models
2022/06/29 by Aitor Lewkowycz, Anders Andreassen, Lewkowycz, Aitor +26 · 1 voice · 439 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 #cs.AI #cs.CL #cs.LG
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 244 citations
#cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
- Show Your Work: Scratchpads for Intermediate Computation with Language Models
2021/11/30 by Maxwell Nye, Nye, Maxwell, Anders Andreassen +23 · 1 voice · 140 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 #cs.LG #cs.NE
- OpenAI o1 System Card
2024/12/21 by OpenAI, :, Aaron Jaech +347 · 861 citations
Computer Science · #Advanced Computational Techniques and Applications
- Rethinking Attention with Performers
2020/09/30 by Krzysztof Choromański, Valerii Likhosherstov, Choromanski, Krzysztof +23 · 266 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Topic Modeling
- Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers
2020/06/05 by Krzysztof Choromański, Valerii Likhosherstov, Choromanski, Krzysztof +21 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Bioinformatics #Machine Learning in Materials Science #Topic Modeling
- QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension
2018/04/23 by Adams Wei Yu, D. Dohan, Yu, Adams Wei +12 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Latent Programmer: Discrete Latent Codes for Program Synthesis
2020/12/01 by Joey Hong, Hong, Joey, David Dohan +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Software Engineering Research #Topic Modeling