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2110.07550
Cited By
The Irrationality of Neural Rationale Models
14 October 2021
Yiming Zheng
Serena Booth
J. Shah
Yilun Zhou
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ArXiv
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Papers citing
"The Irrationality of Neural Rationale Models"
15 / 15 papers shown
Title
Adversarial Cooperative Rationalization: The Risk of Spurious Correlations in Even Clean Datasets
W. Liu
Zhongyu Niu
Lang Gao
Zhiying Deng
Jun Wang
H. Wang
Ruixuan Li
90
1
0
04 May 2025
F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI
Xu Zheng
Farhad Shirani
Zhuomin Chen
Chaohao Lin
Wei Cheng
Wenbo Guo
Dongsheng Luo
AAML
28
0
0
03 Oct 2024
Local Feature Selection without Label or Feature Leakage for Interpretable Machine Learning Predictions
Harrie Oosterhuis
Lijun Lyu
Avishek Anand
FAtt
35
1
0
16 Jul 2024
TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents
James Enouen
Hootan Nakhost
Sayna Ebrahimi
Sercan Ö. Arik
Yan Liu
Tomas Pfister
33
4
0
03 Dec 2023
Can Large Language Models Explain Themselves? A Study of LLM-Generated Self-Explanations
Shiyuan Huang
Siddarth Mamidanna
Shreedhar Jangam
Yilun Zhou
Leilani H. Gilpin
LRM
MILM
ELM
29
66
0
17 Oct 2023
D-Separation for Causal Self-Explanation
Wei Liu
Jun Wang
Haozhao Wang
Rui Li
Zhiying Deng
YuanKai Zhang
Yang Qiu
75
13
0
23 Sep 2023
Unsupervised Selective Rationalization with Noise Injection
Adam Storek
Melanie Subbiah
Kathleen McKeown
11
2
0
27 May 2023
Decoupled Rationalization with Asymmetric Learning Rates: A Flexible Lipschitz Restraint
Wei Liu
Jun Wang
Haozhao Wang
Rui Li
Yang Qiu
Yuankai Zhang
Jie Han
Yixiong Zou
34
12
0
23 May 2023
Towards Faithful Model Explanation in NLP: A Survey
Qing Lyu
Marianna Apidianaki
Chris Callison-Burch
XAI
104
107
0
22 Sep 2022
The Solvability of Interpretability Evaluation Metrics
Yilun Zhou
J. Shah
62
8
0
18 May 2022
SparCAssist: A Model Risk Assessment Assistant Based on Sparse Generated Counterfactuals
Zijian Zhang
Vinay Setty
Avishek Anand
6
7
0
03 May 2022
ExSum: From Local Explanations to Model Understanding
Yilun Zhou
Marco Tulio Ribeiro
J. Shah
FAtt
LRM
8
25
0
30 Apr 2022
Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation
Vivian Lai
Samuel Carton
Rajat Bhatnagar
Vera Liao
Yunfeng Zhang
Chenhao Tan
11
129
0
25 Apr 2022
Understanding Interlocking Dynamics of Cooperative Rationalization
Mo Yu
Yang Zhang
Shiyu Chang
Tommi Jaakkola
14
41
0
26 Oct 2021
Do Feature Attribution Methods Correctly Attribute Features?
Yilun Zhou
Serena Booth
Marco Tulio Ribeiro
J. Shah
FAtt
XAI
22
132
0
27 Apr 2021
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