The research paper 'Chain of Code: Reasoning with a Language Model-Augmented Code Emulator' proposes an extension that enhances Language Model (LM) code-driven reasoning. This extension, called Chain of Code (CoC), broadens the scope of reasoning questions that LMs can answer correctly by encouraging them to 'think in code.' The paper suggests that when paired with a code interpreter, code provides a general syntactic structure to build complex programs and perform precise computations. The authors, including C Li, J Liang, A Zeng, X Chen, K Hausman, D Sadigh, S Levine, L Fei-Fei, F Xia, and B Ichter from Google DeepMind, present CoC as a simple yet effective approach to improve LM code-driven reasoning.
[CL] Chain of Code: Reasoning with a Language Model-Augmented Code Emulator C Li, J Liang, A Zeng, X Chen, K Hausman, D Sadigh, S Levine, L Fei-Fei, F Xia, B Ichter [Google DeepMind] (2023) https://t.co/iEGsLWjp57 - The paper proposes Chain of Code (CoC), an approach to improve… https://t.co/Wp4KSxmXym
An awesome research paper proposes a simple yet surprisingly effective extension that improves LM code-driven reasoning https://t.co/kMtSMYVAbt
Chain of Code (CoC) is a simple yet surprisingly effective extension that improves Language Model (LM) code-driven reasoning. It broadens the scope of reasoning questions that LMs can correctly answer by "thinking in code". The key idea is to encourage LMs to format semantic… https://t.co/kPPRkLHBT2
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator Li et al.: https://t.co/SWvz2QNKpT #ArtificialIntelligence #ChatGPT #LLM https://t.co/tZbThQ0G0f
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator Proposes a simple yet surprisingly effective extension that improves LM code-driven reasoning proj: https://t.co/AgLb96eRdW abs: https://t.co/dOygB487O0 https://t.co/9DKWStRKqB
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator paper page: https://t.co/o9BGE5nfRB Code provides a general syntactic structure to build complex programs and perform precise computations when paired with a code interpreter -- we hypothesize that language… https://t.co/RSTXhIC8D4