Schärli, Nathanael

1. Teaching Large Language Models to Self-Debug
   2023/04/11 by Xinyun Chen, Maxwell Lin, Chen, Xinyun +5 · 2 voices · 135 citations
   Computer Science · #Software Engineering Research #Parallel Computing and Optimization Techniques #Topic Modeling
2. Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
   2022/10/17 by Suzgun, Mirac, Scales, Nathan, Schärli, Nathanael +8 · 241 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
   2022/05/21 by Denny Zhou, Nathanael Schärli, Zhou, Denny +18 · 168 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
4. Large Language Models Can Be Easily Distracted by Irrelevant Context
   2023/01/31 by Shi, Freda, Chen, Xinyun, Misra, Kanishka +5 · 107 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Measuring Compositional Generalization: A Comprehensive Method on Realistic Data
   2019/12/20 by Daniel Keysers, Nathanael Schärli, Keysers, Daniel +25 · 20 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
6. Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures
   2020/07/17 by Daniel Furrer, Furrer, Daniel, Marc van Zee +5 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
7. Compositional Semantic Parsing with Large Language Models
   2022/09/29 by Drozdov, Andrew, Schärli, Nathanael, Akyürek, Ekin +5 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences