Unifying Model Explainability and Robustness for Joint Text
Classification and Rationale Extraction

Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction

20 December 2021

Baotian Hu

Papers citing "Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction"

4 / 4 papers shown

Title
Towards Faithful Explanations: Boosting Rationalization with Shortcuts Discovery Linan Yue Qi Liu Yichao Du Li Wang Weibo Gao Yanqing An 34 5 0 12 Mar 2024
Learning from the Best: Rationalizing Prediction by Adversarial Information Calibration Lei Sha Oana-Maria Camburu Thomas Lukasiewicz 133 35 0 16 Dec 2020
Posterior Differential Regularization with f-divergence for Improving Model Robustness Hao Cheng Xiaodong Liu L. Pereira Yaoliang Yu Jianfeng Gao 248 31 0 23 Oct 2020
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 263 622 0 04 Dec 2018