Conducting a Qualitative Analysis by Comparing the Outputs of Our Think-and-Execute Framework

We conduct a qualitative analysis by comparing the outputs of our approach (THINKAND-EXECUTE) with those of the baseline methods.


This content originally appeared on HackerNoon and was authored by Transcompiler: Learn How to Translate Code

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

G Qualitative Analysis

We conduct a qualitative analysis by comparing the outputs of our approach (THINKAND-EXECUTE) with those of the baseline methods. This comparison is presented across Tables7,8,9,10,11,12, and 13.

\ Table 7: A comparison of results for Dyck Languages between the baseline methods and THINK-AND-EXECUTE.

\ Table 8: A comparison of results for Geometric Shapes between the baseline methods and THINK-AND-EXECUTE.

\ Table 9: A comparison of results for Navigate between the baseline methods and THINKAND-EXECUTE.

\ Table 10: A comparison of results for Reasoning about Colored Objects Shapes between the baseline methods and ours.

\ Table 11: A comparison of results for Temporal Sequences between the baseline methods and THINK-AND-EXECUTE.

\ Table 12: A comparison of results for Tracking Shuffled Objectives between the baseline methods and THINK-AND-EXECUTE.

\ Table 13: A comparison of results for Web of lies between the baseline methods and THINKAND-EXECUTE.

\

:::info This paper is available on arxiv under CC BY-NC-ND 4.0 DEED license.

:::

:::info 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.

:::

\


This content originally appeared on HackerNoon and was authored by Transcompiler: Learn How to Translate Code


Print Share Comment Cite Upload Translate Updates
APA

Transcompiler: Learn How to Translate Code | Sciencx (2025-03-25T01:30:57+00:00) Conducting a Qualitative Analysis by Comparing the Outputs of Our Think-and-Execute Framework. Retrieved from https://www.scien.cx/2025/03/25/conducting-a-qualitative-analysis-by-comparing-the-outputs-of-our-think-and-execute-framework/

MLA
" » Conducting a Qualitative Analysis by Comparing the Outputs of Our Think-and-Execute Framework." Transcompiler: Learn How to Translate Code | Sciencx - Tuesday March 25, 2025, https://www.scien.cx/2025/03/25/conducting-a-qualitative-analysis-by-comparing-the-outputs-of-our-think-and-execute-framework/
HARVARD
Transcompiler: Learn How to Translate Code | Sciencx Tuesday March 25, 2025 » Conducting a Qualitative Analysis by Comparing the Outputs of Our Think-and-Execute Framework., viewed ,<https://www.scien.cx/2025/03/25/conducting-a-qualitative-analysis-by-comparing-the-outputs-of-our-think-and-execute-framework/>
VANCOUVER
Transcompiler: Learn How to Translate Code | Sciencx - » Conducting a Qualitative Analysis by Comparing the Outputs of Our Think-and-Execute Framework. [Internet]. [Accessed ]. Available from: https://www.scien.cx/2025/03/25/conducting-a-qualitative-analysis-by-comparing-the-outputs-of-our-think-and-execute-framework/
CHICAGO
" » Conducting a Qualitative Analysis by Comparing the Outputs of Our Think-and-Execute Framework." Transcompiler: Learn How to Translate Code | Sciencx - Accessed . https://www.scien.cx/2025/03/25/conducting-a-qualitative-analysis-by-comparing-the-outputs-of-our-think-and-execute-framework/
IEEE
" » Conducting a Qualitative Analysis by Comparing the Outputs of Our Think-and-Execute Framework." Transcompiler: Learn How to Translate Code | Sciencx [Online]. Available: https://www.scien.cx/2025/03/25/conducting-a-qualitative-analysis-by-comparing-the-outputs-of-our-think-and-execute-framework/. [Accessed: ]
rf:citation
» Conducting a Qualitative Analysis by Comparing the Outputs of Our Think-and-Execute Framework | Transcompiler: Learn How to Translate Code | Sciencx | https://www.scien.cx/2025/03/25/conducting-a-qualitative-analysis-by-comparing-the-outputs-of-our-think-and-execute-framework/ |

Please log in to upload a file.



There are no updates yet.
Click the Upload button above to add an update.

You must be logged in to translate posts. Please log in or register.

Related Posts