Google Scholar Page
2022
On the Role of Relevance in Natural Language Processing Tasks
SigIR 2022 [To appear]
Artsiom Sauchuk, James Thorne, Alon Halevy, Nicola Tonellotto, Fabrizio Silvestri
2021
FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information
NeurIPS 2021
Rami Aly, Zhijiang Guo, Michael Schlichtkrull, James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Oana Cocarascu, Arpit Mittal
Evidence-based Factual Error Correction
James Thorne, Andreas Vlachos
ACL 2021
code data
Database Reasoning over Text
James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Halevy
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 website
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
Thesis
Evidence-based verification and correction of textual claims
University of Cambridge [2019-2022]