Google Scholar Page

2021

Evidence-based Factual Error Correction

James Thorne, Andreas Vlachos
[in press] ACL 2021
code data

Database Reasoning over Text

James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Halevy
[in press] ACL 2021
code and data

Evidence-based Verification for Real World Information Needs

James Thorne, Max Glockner, Gisela Vallejo, Andreas Vlachos, Iryna Gurevych
arxiv preprint.
code and data

KILT: a Benchmark for Knowledge Intensive Language Tasks

Fabio Petroni, Aleksandra Piktus, Angela Fan, Patrick Lewis, Majid Yazdani, Nicola De Cao, James Thorne, Yacine Jernite, Vassilis Plachouras, Tim Rocktäschel, Sebastian Riedel
Accepted at NAACL 2021
code

From Natural Language Processing to Neural Databases

James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Halevy
Proceedings of the VLDB Endowment. Volume 14

Elastic weight consolidation for better bias inoculation

James Thorne, Andreas Vlachos
European Chapter of the Association for Computational Linguistics (EACL) 2021
code slides poster

2020

Neural Database Operator Model

James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Halevy
West Coast NLP Summit 2020 (WecNLP)

Neural Databases

James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Halevy
arxiv preprint

2019

The FEVER2.0 Shared Task

James Thorne, Andreas Vlachos, Oana Cocarascu, Christos Christodoulopoulos, Arpit Mittal
Proceedings of the FEVER2019 workshop at EMNLP 2019

Evaluating adversarial attacks against multiple fact verification systems

James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Arpit Mittal
Empirical Methods in Natural Language Processing (EMNLP 2019)

Generating Token-Level Explanations for Natural Language Inference

James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Arpit Mittal
North American chapter of the Association for Computational Linguistics (NAACL) 2019

Adversarial Attacks against Fact Extraction and VERification

James Thorne, Andreas Vlachos
Arxiv Preprint

2018

The Fact Extraction and VERification Shared Task

James Thorne, Andreas Vlachos, Oana Cocarascu, Christos Christodoulopoulos, Arpit Mittal
Proceedings of the FEVER workshop at EMNLP 2018

Automated Fact Checking: Task formulations, methods and future directions

James Thorne and Andreas Vlachos
The 27th International Conference on Computational Linguistics (COLING 2018)

FEVER: a large-scale dataset for Fact Extraction and VERificiation

James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Arpit Mittal
North American chapter of the Association for Computational Linguistics (NAACL) 2018
dataset code

Bridging the Gaps: Multi-Task Learning for Domain Transfer of Hate Speech Detection

Zeerak Waseem, James Thorne, Joachim Bingel
Springer (Online Harassment)
code

2017

Fake News Stance Detection using Stacked Ensemble of Classifiers

James Thorne, Mingjie Chen, Giorgos Myrianthous, Jiashu Pu, Xiaoxuan Wang, Andreas Vlachos
Natural Language Processing meets Journalism workshop at EMNLP 2017
code

An Extensible Framework for Verification of Numerical Claims

James Thorne and Andreas Vlachos
European Chapter of the Association for Computational Linguistics (EACL) 2017
code