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Benchmarking Causal Study to Interpret Large Language Models for Source
  Code

Benchmarking Causal Study to Interpret Large Language Models for Source Code

23 August 2023
Daniel Rodríguez-Cárdenas
David Nader-Palacio
Dipin Khati
Henry Burke
Denys Poshyvanyk
    CML
    ELM
ArXivPDFHTML

Papers citing "Benchmarking Causal Study to Interpret Large Language Models for Source Code"

12 / 12 papers shown
Title
On Explaining (Large) Language Models For Code Using Global Code-Based Explanations
On Explaining (Large) Language Models For Code Using Global Code-Based Explanations
David Nader-Palacio
Dipin Khati
Daniel Rodríguez-Cárdenas
Alejandro Velasco
Denys Poshyvanyk
LRM
37
0
0
21 Mar 2025
A Survey on Adversarial Machine Learning for Code Data: Realistic
  Threats, Countermeasures, and Interpretations
A Survey on Adversarial Machine Learning for Code Data: Realistic Threats, Countermeasures, and Interpretations
Yulong Yang
Haoran Fan
Chenhao Lin
Qian Li
Zhengyu Zhao
Chao Shen
Xiaohong Guan
AAML
38
0
0
12 Nov 2024
Towards More Trustworthy and Interpretable LLMs for Code through
  Syntax-Grounded Explanations
Towards More Trustworthy and Interpretable LLMs for Code through Syntax-Grounded Explanations
David Nader-Palacio
Daniel Rodríguez-Cárdenas
Alejandro Velasco
Dipin Khati
Kevin Moran
Denys Poshyvanyk
35
5
0
12 Jul 2024
Knowledge-based Consistency Testing of Large Language Models
Knowledge-based Consistency Testing of Large Language Models
Sai Sathiesh Rajan
E. Soremekun
Sudipta Chattopadhyay
22
2
0
03 Jul 2024
A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research
A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research
Sicong Cao
Xiaobing Sun
Ratnadira Widyasari
David Lo
Xiaoxue Wu
...
Jiale Zhang
Bin Li
Wei Liu
Di Wu
Yixin Chen
21
6
0
26 Jan 2024
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of
  Large Language Models for Code Generation
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
Jiawei Liu
Chun Xia
Yuyao Wang
Lingming Zhang
ELM
ALM
172
780
0
02 May 2023
Toward a Theory of Causation for Interpreting Neural Code Models
Toward a Theory of Causation for Interpreting Neural Code Models
David Nader-Palacio
Alejandro Velasco
Nathan Cooper
Á. Rodríguez
Kevin Moran
Denys Poshyvanyk
8
13
0
07 Feb 2023
An Empirical Investigation into the Use of Image Captioning for
  Automated Software Documentation
An Empirical Investigation into the Use of Image Captioning for Automated Software Documentation
Kevin Moran
Ali Yachnes
George Purnell
Juanyed Mahmud
Michele Tufano
Carlos Bernal-Cárdenas
Denys Poshyvanyk
Zach H’Doubler
23
9
0
03 Jan 2023
A Systematic Evaluation of Large Language Models of Code
A Systematic Evaluation of Large Language Models of Code
Frank F. Xu
Uri Alon
Graham Neubig
Vincent J. Hellendoorn
ELM
ALM
193
624
0
26 Feb 2022
Measuring Coding Challenge Competence With APPS
Measuring Coding Challenge Competence With APPS
Dan Hendrycks
Steven Basart
Saurav Kadavath
Mantas Mazeika
Akul Arora
...
Collin Burns
Samir Puranik
Horace He
D. Song
Jacob Steinhardt
ELM
AIMat
ALM
194
614
0
20 May 2021
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding
  and Generation
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
Shuai Lu
Daya Guo
Shuo Ren
Junjie Huang
Alexey Svyatkovskiy
...
Nan Duan
Neel Sundaresan
Shao Kun Deng
Shengyu Fu
Shujie Liu
ELM
190
853
0
09 Feb 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling
The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Leo Gao
Stella Biderman
Sid Black
Laurence Golding
Travis Hoppe
...
Horace He
Anish Thite
Noa Nabeshima
Shawn Presser
Connor Leahy
AIMat
242
1,977
0
31 Dec 2020
1