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Language Models as Compilers: Simulating Pseudocode Execution Improves
  Algorithmic Reasoning in Language Models

Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models

3 April 2024
Hyungjoo Chae
Yeonghyeon Kim
Seungone Kim
Kai Tzu-iunn Ong
Beong-woo Kwak
Moohyeon Kim
Seonghwan Kim
Taeyoon Kwon
Jiwan Chung
Youngjae Yu
Jinyoung Yeo
    LRM
    ReLM
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Papers citing "Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models"

8 / 8 papers shown
Title
L0-Reasoning Bench: Evaluating Procedural Correctness in Language Models via Simple Program Execution
L0-Reasoning Bench: Evaluating Procedural Correctness in Language Models via Simple Program Execution
Simeng Sun
Cheng-Ping Hsieh
Faisal Ladhak
Erik Arakelyan
Santiago Akle Serano
Boris Ginsburg
ReLM
ELM
LRM
59
0
0
28 Mar 2025
FLARE: Faithful Logic-Aided Reasoning and Exploration
FLARE: Faithful Logic-Aided Reasoning and Exploration
Erik Arakelyan
Pasquale Minervini
Pat Verga
Patrick Lewis
Isabelle Augenstein
ReLM
LRM
59
2
0
14 Oct 2024
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
Zayne Sprague
Fangcong Yin
Juan Diego Rodriguez
Dongwei Jiang
Manya Wadhwa
Prasann Singhal
Xinyu Zhao
Xi Ye
Kyle Mahowald
Greg Durrett
ReLM
LRM
111
79
0
18 Sep 2024
Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach
Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach
Yuxuan Wan
Chaozheng Wang
Yi Dong
Wenxuan Wang
Shuqing Li
Yintong Huo
M. Lyu
3DV
66
10
0
24 Jun 2024
Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango
Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango
Aman Madaan
Amir Yazdanbakhsh
LRM
141
115
0
16 Sep 2022
Large Language Models are Zero-Shot Reasoners
Large Language Models are Zero-Shot Reasoners
Takeshi Kojima
S. Gu
Machel Reid
Yutaka Matsuo
Yusuke Iwasawa
ReLM
LRM
291
4,048
0
24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Xuezhi Wang
Jason W. Wei
Dale Schuurmans
Quoc Le
Ed H. Chi
Sharan Narang
Aakanksha Chowdhery
Denny Zhou
ReLM
BDL
LRM
AI4CE
297
3,163
0
21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
315
8,261
0
28 Jan 2022
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