Text Counterfactuals via Latent Optimization and Shapley-Guided Search

22 October 2021

Papers citing "Text Counterfactuals via Latent Optimization and Shapley-Guided Search"

13 / 13 papers shown

Title
Guiding LLMs to Generate High-Fidelity and High-Quality Counterfactual Explanations for Text Classification Van Bach Nguyen C. Seifert Jorg Schlotterer BDL 68 0 0 06 Mar 2025
A Comparative Analysis of Counterfactual Explanation Methods for Text Classifiers Stephen McAleese Mark Keane 36 0 0 04 Nov 2024
A Survey on Natural Language Counterfactual Generation Yongjie Wang Xiaoqi Qiu Yu Yue Xu Guo Zhiwei Zeng Yuhong Feng Zhiqi Shen 42 5 0 04 Jul 2024
Mitigating Text Toxicity with Counterfactual Generation Milan Bhan Jean-Noel Vittaut Nina Achache Victor Legrand Nicolas Chesneau A. Blangero Juliette Murris Marie-Jeanne Lesot MedIm 35 0 0 16 May 2024
A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution Bowen Ding Qingkai Min Shengkun Ma Yingjie Li Linyi Yang Yue Zhang 46 4 0 02 Apr 2024
Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors Giorgos Filandrianos Edmund Dervakos Orfeas Menis Mastromichalakis Chrysoula Zerva Giorgos Stamou AAML 32 5 0 26 May 2023
TIGTEC : Token Importance Guided TExt Counterfactuals Milan Bhan Jean-Noel Vittaut Nicolas Chesneau Marie-Jeanne Lesot 19 9 0 24 Apr 2023
Explaining Recommendation System Using Counterfactual Textual Explanations Niloofar Ranjbar S. Momtazi MohammadMehdi Homayounpour 32 4 0 14 Mar 2023
Towards Algorithmic Fairness by means of Instance-level Data Re-weighting based on Shapley Values Adrián Arnaiz-Rodríguez Nuria Oliver FedML TDI 10 2 0 03 Mar 2023
A General Search-based Framework for Generating Textual Counterfactual Explanations Daniel Gilo Shaul Markovitch LRM 34 0 0 01 Nov 2022
"FIJO": a French Insurance Soft Skill Detection Dataset David Beauchemin Julien Laumonier Yvan Le Ster Marouane Yassine 16 7 0 11 Apr 2022
Automatically Generating Counterfactuals for Relation Classification Mi Zhang T. Qian Tingyu Zhang CML 24 0 0 22 Feb 2022
Counterfactual Shapley Additive Explanations Emanuele Albini Jason Long Danial Dervovic Daniele Magazzeni 26 49 0 27 Oct 2021