Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification

2 June 2021

Yulan He

Papers citing "Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification"

20 / 20 papers shown

Title
Mining the Explainability and Generalization: Fact Verification Based on Self-Instruction Guangyao Lu Yulin Liu 69 0 0 21 May 2024
Multi-Evidence based Fact Verification via A Confidential Graph Neural Network Yuqing Lan Zhenghao Liu Yu Gu Xiaoyuan Yi Xiaohua Li Liner Yang Ge Yu 59 0 0 17 May 2024
Synergizing Machine Learning & Symbolic Methods: A Survey on Hybrid Approaches to Natural Language Processing Rrubaa Panchendrarajan A. Zubiaga 45 8 0 22 Jan 2024
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 46 7 0 23 Oct 2023
TATA: Stance Detection via Topic-Agnostic and Topic-Aware Embeddings Hans W. A. Hanley Zakir Durumeric 52 6 0 22 Oct 2023
Unsupervised Pretraining for Fact Verification by Language Model Distillation A. Bazaga Pietro Lio Bo Dai HILM 65 2 0 28 Sep 2023
Explainable Topic-Enhanced Argument Mining from Heterogeneous Sources Jiasheng Si Yingjie Zhu Xingyu Shi Deyu Zhou Yulan He 16 0 0 22 Jul 2023
Consistent Multi-Granular Rationale Extraction for Explainable Multi-hop Fact Verification Jiasheng Si Yingjie Zhu Deyu Zhou AAML 75 3 0 16 May 2023
Some Observations on Fact-Checking Work with Implications for Computational Support Rob Procter Miguel Arana Catania Yulan He Maria Liakata A. Zubiaga E. Kochkina Runcong Zhao 36 10 0 03 May 2023
Implicit Temporal Reasoning for Evidence-Based Fact-Checking Liesbeth Allein Marlon Saelens Ruben Cartuyvels Marie-Francine Moens 49 4 0 24 Feb 2023
Exploring Faithful Rationale for Multi-hop Fact Verification via Salience-Aware Graph Learning Jiasheng Si Yingjie Zhu Deyu Zhou 52 12 0 02 Dec 2022
IMCI: Integrate Multi-view Contextual Information for Fact Extraction and Verification Hao Wang Yang Li Zhen Huang Yong Dou 45 6 0 30 Aug 2022
Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training Xia Zeng A. Zubiaga 45 8 0 18 Aug 2022
Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document Shaden Shaar Nikola Georgiev Firoj Alam Giovanni Da San Martino Aisha Mohamed Preslav Nakov HILM 75 26 0 14 Sep 2021
A Survey on Multimodal Disinformation Detection Firoj Alam S. Cresci Tanmoy Chakraborty Fabrizio Silvestri Dimiter Dimitrov Giovanni Da San Martino Shaden Shaar Hamed Firooz Preslav Nakov 46 98 0 13 Mar 2021
A Survey on Stance Detection for Mis- and Disinformation Identification Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 113 135 0 27 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 63 31 0 25 Dec 2020
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Joey Tianyi Zhou RALM 167 134 0 17 Sep 2019
Reasoning Over Semantic-Level Graph for Fact Checking Wanjun Zhong Jingjing Xu Duyu Tang Zenan Xu Nan Duan M. Zhou Jiahai Wang Jian Yin HILM GNN 187 166 0 09 Sep 2019
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 218 1,367 0 06 Jun 2016