Exploring Faithful Rationale for Multi-hop Fact Verification via Salience-Aware Graph Learning

2 December 2022

Papers citing "Exploring Faithful Rationale for Multi-hop Fact Verification via Salience-Aware Graph Learning"

13 / 13 papers shown

Title
Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models Han Cao Lingwei Wei Wei Zhou Songlin Hu KELM 62 0 0 11 Mar 2025
CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking Delvin Ce Zhang Dongwon Lee HILM LRM 65 0 0 09 Feb 2025
Mining the Explainability and Generalization: Fact Verification Based on Self-Instruction Guangyao Lu Yulin Liu 40 0 0 21 May 2024
Towards a Framework for Evaluating Explanations in Automated Fact Verification Neema Kotonya Francesca Toni 32 5 0 29 Mar 2024
A Revisit of Fake News Dataset with Augmented Fact-checking by ChatGPT Zizhong Li Haopeng Zhang Jiawei Zhang 53 5 0 19 Dec 2023
Are Large Language Models Good Fact Checkers: A Preliminary Study Han Cao Lingwei Wei Mengyang Chen Wei Zhou Song Hu LRM HILM 34 6 0 29 Nov 2023
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification Yingjie Zhu Jiasheng Si Yibo Zhao Haiyang Zhu Deyu Zhou Yulan He 38 6 0 23 Oct 2023
Consistent Multi-Granular Rationale Extraction for Explainable Multi-hop Fact Verification Jiasheng Si Yingjie Zhu Deyu Zhou AAML 46 3 0 16 May 2023
Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification Neema Kotonya Thomas Spooner Daniele Magazzeni Francesca Toni 32 13 0 25 Sep 2021
CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks Ana Lucic Maartje ter Hoeve Gabriele Tolomei Maarten de Rijke Fabrizio Silvestri 115 142 0 05 Feb 2021
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification Jiangjie Chen Qiaoben Bao Changzhi Sun Xinbo Zhang Jiaze Chen Hao Zhou Yanghua Xiao Lei Li LRM 53 31 0 25 Dec 2020
Learning from the Best: Rationalizing Prediction by Adversarial Information Calibration Lei Sha Oana-Maria Camburu Thomas Lukasiewicz 127 35 0 16 Dec 2020
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 218 248 0 19 Oct 2020