Flexible Instance-Specific Rationalization of NLP Models

16 April 2021

Papers citing "Flexible Instance-Specific Rationalization of NLP Models"

8 / 8 papers shown

Title
Towards a Framework for Evaluating Explanations in Automated Fact Verification Neema Kotonya Francesca Toni 32 5 0 29 Mar 2024
CMA-R:Causal Mediation Analysis for Explaining Rumour Detection Lin Tian Xiuzhen Zhang Jey Han Lau 32 0 0 13 Feb 2024
ReAGent: A Model-agnostic Feature Attribution Method for Generative Language Models Zhixue Zhao Boxuan Shan 26 5 0 01 Feb 2024
Incorporating Attribution Importance for Improving Faithfulness Metrics Zhixue Zhao Nikolaos Aletras 18 13 0 17 May 2023
On the Impact of Temporal Concept Drift on Model Explanations Zhixue Zhao G. Chrysostomou Kalina Bontcheva Nikolaos Aletras 18 15 0 17 Oct 2022
Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection Tulika Bose Nikolaos Aletras Irina Illina Dominique Fohr 11 0 0 18 Sep 2022
Identifying and Characterizing Active Citizens who Refute Misinformation in Social Media Yida Mu Pu Niu Nikolaos Aletras 26 12 0 21 Apr 2022
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018