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The Magic of IF: Investigating Causal Reasoning Abilities in Large
  Language Models of Code

The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code

Annual Meeting of the Association for Computational Linguistics (ACL), 2023
30 May 2023
Xiao Liu
Da Yin
Chen Zhang
Yansong Feng
Dongyan Zhao
    ELMReLMReCodLRM
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)Github (31★)

Papers citing "The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code"

19 / 19 papers shown
Do Large Language Models Show Biases in Causal Learning? Insights from Contingency Judgment
Do Large Language Models Show Biases in Causal Learning? Insights from Contingency Judgment
María Victoria Carro
Denise Alejandra Mester
Francisca Gauna Selasco
Giovanni Franco Gabriel Marraffini
Mario Leiva
Gerardo Simari
Maria Vanina Martinez
CMLELMLRM
140
1
0
15 Oct 2025
ExPrESSO: Zero-Knowledge backed Extensive Privacy Preserving Single Sign-on
ExPrESSO: Zero-Knowledge backed Extensive Privacy Preserving Single Sign-on
Kaustabh Barman
Fabian Piper
Sanjeet Raj Pandey
Axel Kuepper
152
0
0
09 Oct 2025
Adaptive Originality Filtering: Rejection Based Prompting and RiddleScore for Culturally Grounded Multilingual Riddle Generation
Adaptive Originality Filtering: Rejection Based Prompting and RiddleScore for Culturally Grounded Multilingual Riddle Generation
Duy Le
Kent Ziti
Evan Girard-Sun
Bakr Bouhaya
Sean O'Brien
Sean O Brien
Kevin Zhu
280
0
0
26 Aug 2025
Code Execution as Grounded Supervision for LLM Reasoning
Code Execution as Grounded Supervision for LLM Reasoning
Dongwon Jung
Wenxuan Zhou
Muhao Chen
OffRLLRM
528
4
0
12 Jun 2025
Representation in large language models
Representation in large language models
Cameron C. Yetman
301
4
0
03 Jan 2025
COLD: Causal reasOning in cLosed Daily activities
COLD: Causal reasOning in cLosed Daily activitiesNeural Information Processing Systems (NeurIPS), 2024
Abhinav Joshi
A. Ahmad
Ashutosh Modi
LRMReLM
370
7
0
29 Nov 2024
Do LLMs Have the Generalization Ability in Conducting Causal Inference?
Do LLMs Have the Generalization Ability in Conducting Causal Inference?
Chen Wang
Dongming Zhao
Bo Wang
Ruifang He
Yuexian Hou
ELM
267
1
0
15 Oct 2024
Counterfactual Token Generation in Large Language Models
Counterfactual Token Generation in Large Language ModelsCLEaR (CLEaR), 2024
Ivi Chatzi
N. C. Benz
Eleni Straitouri
Stratis Tsirtsis
Manuel Gomez Rodriguez
LRM
495
12
0
25 Sep 2024
A Critical Review of Causal Reasoning Benchmarks for Large Language
  Models
A Critical Review of Causal Reasoning Benchmarks for Large Language Models
Linying Yang
Vik Shirvaikar
Oscar Clivio
Fabian Falck
ELMLRM
261
12
0
10 Jul 2024
LLaRA: Supercharging Robot Learning Data for Vision-Language Policy
LLaRA: Supercharging Robot Learning Data for Vision-Language Policy
Xiang Li
Cristina Mata
J. Park
Kumara Kahatapitiya
Yoo Sung Jang
...
Kanchana Ranasinghe
R. Burgert
Mu Cai
Yong Jae Lee
Michael S. Ryoo
LM&Ro
691
62
0
28 Jun 2024
MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset
MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset
Weiqi Wang
Yangqiu Song
LRM
465
15
0
04 Jun 2024
Can LLMs Correct Physicians, Yet? Investigating Effective Interaction
  Methods in the Medical Domain
Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain
Burcu Sayin
Pasquale Minervini
Jacopo Staiano
Baptiste Caramiaux
LM&MAAI4MH
398
12
0
29 Mar 2024
Large Language Models and Causal Inference in Collaboration: A Survey
Large Language Models and Causal Inference in Collaboration: A Survey
Xiaoyu Liu
Paiheng Xu
Junda Wu
Jiaxin Yuan
Yifan Yang
...
Haoliang Wang
Tong Yu
Julian McAuley
Wei Ai
Furong Huang
ELMLRM
572
5
0
14 Mar 2024
Cause and Effect: Can Large Language Models Truly Understand Causality?
Cause and Effect: Can Large Language Models Truly Understand Causality?
Swagata Ashwani
Kshiteesh Hegde
Nishith Reddy Mannuru
Mayank Jindal
Dushyant Singh Sengar
Krishna Chaitanya Rao Kathala
Dishant Banga
Vinija Jain
Vasu Sharma
LRM
371
46
0
28 Feb 2024
Are LLMs Capable of Data-based Statistical and Causal Reasoning?
  Benchmarking Advanced Quantitative Reasoning with Data
Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data
Xiao Liu
Zirui Wu
Xueqing Wu
Pan Lu
Kai-Wei Chang
Yansong Feng
ELMLRM
453
73
0
27 Feb 2024
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs
Haritz Puerto
Martin Tutek
Somak Aditya
Xiaodan Zhu
Iryna Gurevych
ReCodReLMLRM
389
21
0
18 Jan 2024
Event Causality Is Key to Computational Story Understanding
Event Causality Is Key to Computational Story Understanding
Yidan Sun
Qin Chao
Boyang Albert Li
429
15
0
16 Nov 2023
Applying Large Language Models for Causal Structure Learning in Non
  Small Cell Lung Cancer
Applying Large Language Models for Causal Structure Learning in Non Small Cell Lung CancerIEEE International Conference on Healthcare Informatics (ICHI), 2023
Narmada Naik
Ayush Khandelwal
Mohit Joshi
Madhusudan Atre
Hollis Wright
...
Giridhar Mamidipudi
Ganapati Srinivasa
Carlo Bifulco
B. Piening
Kevin Matlock
516
18
0
13 Nov 2023
When Do Program-of-Thoughts Work for Reasoning?
When Do Program-of-Thoughts Work for Reasoning?AAAI Conference on Artificial Intelligence (AAAI), 2023
Zhen Bi
Ningyu Zhang
Yinuo Jiang
Shumin Deng
Guozhou Zheng
Huajun Chen
LRM
591
27
0
29 Aug 2023
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