Decoupled Rationalization with Asymmetric Learning Rates: A Flexible
Lipschitz Restraint

Decoupled Rationalization with Asymmetric Learning Rates: A Flexible Lipschitz Restraint

23 May 2023

Jun Wang

Yixiong Zou

Papers citing "Decoupled Rationalization with Asymmetric Learning Rates: A Flexible Lipschitz Restraint"

13 / 13 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 137 1 0 04 May 2025
Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization W. Liu Zhiying Deng Zhongyu Niu Jun Wang Haozhao Wang Zhigang Zeng Ruixuan Li 44 2 0 08 Mar 2025
Boosting Explainability through Selective Rationalization in Pre-trained Language Models Libing Yuan Shuaibo Hu Kui Yu Le Wu LRM 31 0 0 03 Jan 2025
Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization Wei Liu Zhiying Deng Zhongyu Niu Jun Wang Haozhao Wang YuanKai Zhang Ruixuan Li 42 4 0 08 Oct 2024
MARE: Multi-Aspect Rationale Extractor on Unsupervised Rationale Extraction Han Jiang Junwen Duan Zhe Qu Jianxin Wang 29 1 0 04 Oct 2024
Adversarial Attack for Explanation Robustness of Rationalization Models Yuankai Zhang Lingxiao Kong Haozhao Wang Ruixuan Li Jun Wang Yuhua Li Wei Liu AAML 35 1 0 20 Aug 2024
CAVE: Controllable Authorship Verification Explanations Sahana Ramnath Kartik Pandey Elizabeth Boschee Xiang Ren 61 1 0 24 Jun 2024
D-Separation for Causal Self-Explanation Wei Liu Jun Wang Haozhao Wang Rui Li Zhiying Deng YuanKai Zhang Yang Qiu 82 14 0 23 Sep 2023
PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion Yige Yuan Bingbing Xu Bo Lin Liang Hou Fei Sun Huawei Shen Xueqi Cheng DiffM 24 4 0 25 May 2023
MGR: Multi-generator Based Rationalization Wei Liu Haozhao Wang Jun Wang Rui Li Xinyang Li Yuankai Zhang Yang Qiu 23 7 0 08 May 2023
Invariant Rationalization Shiyu Chang Yang Zhang Mo Yu Tommi Jaakkola 179 201 0 22 Mar 2020
Bi-level Actor-Critic for Multi-agent Coordination Haifeng Zhang Weizhe Chen Zeren Huang Minne Li Yaodong Yang Weinan Zhang Jun Wang 98 91 0 08 Sep 2019
Learning Attitudes and Attributes from Multi-Aspect Reviews Julian McAuley J. Leskovec Dan Jurafsky 200 296 0 15 Oct 2012