Table of Links
Abstract and 1. Introduction
2 Think-and-Execute
3 Experimental Setup
4 Results
5 Analysis
6 Related Work
7 Limitations and Discussion
8 Conclusion and References
A Experimental Details
B Details of Think-and-Execute
C Prompts Used in Our Experiments
D Human-written Pseudocode Prompts
E Generated Analyses
F Generated Pseudocode Prompts
G Qualitative Analysis
C Prompts Used in Our Experiments
C.1 Meta Prompt for generating an analysis (THINK: Step 2).
C.2 Meta Prompt for pseudocode prompt genration (THINK: Step 3).
C.3 Prompt for NL Planning
C.4 Prompt for EXECUTE phase
C.5 Prompt for evaluating Direct Prompting
C.6 Prompt for evaluating Zero-shot CoT
C.7 Prompt for evaluating Zero-shot PoT
C.8 Prompt for evaluating Plan-and-Solve
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This paper is available on arxiv under CC BY-NC-ND 4.0 DEED license.
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Authors:
(1) Hyungjoo Chae, Yonsei University;
(2) Yeonghyeon Kim, Yonsei University;
(3) Seungone Kim, KAIST AI;
(4) Kai Tzu-iunn Ong, Yonsei University;
(5) Beong-woo Kwak, Yonsei University;
(6) Moohyeon Kim, Yonsei University;
(7) Seonghwan Kim, Yonsei University;
(8) Taeyoon Kwon, Yonsei University;
(9) Jiwan Chung, Yonsei University;
(10) Youngjae Yu, Yonsei University;
(11) Jinyoung Yeo, Yonsei University.
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