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Publications
2023
Can Large Language Models Capture Dissenting Human Voices?
Noah Lee*, Na Min An*, James Thorne
EMNLP 2023 (accepted, in press)
HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning
Yongjin Yang, Joonkee Kim, Yujin Kim, Namgyu Ho, James Thorne, Se-Young Yun
Findings of EMNLP 2023 (accepted, in press)
Detrimental Contexts in Open-Domain Question Answering
Philhoon Oh, James Thorne
Findings of EMNLP 2023 (accepted, in press)
Knowledge Corpus Error in Question Answering
Yejoon Lee, Philhoon Oh, James Thorne
Findings of EMNLP 2023 (accepted, in press)
Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy
Jiwoo Hong, Yejin Cho, Jaemin Jung, Jiyoung Han, James Thorne
Findings of EMNLP 2023 (accepted, in press)
VisAlign: Dataset for Measuring the Degree of Alignment between AI and Humans in Visual Perception
Jiyoung Lee, Seungho Kim, Seunghyun Won, Joonseok Lee, Marzyeh Ghassemi, James Thorne, Jaeseok Choi, O-Kil Kwon, Edward Choi
NeurIPS Datasets and Benchmarks Track (accepted, in press)
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
Seonghyeon Ye, Doyoung Kim, Sungdong Kim, Hyeonbin Hwang, Seungone Kim, Yongrae Jo, James Thorne, Juho Kim, Minjoon Seo
Preprint
AmbiFC: Fact-Checking Ambiguous Claims with Evidence
Max Glockner, Ieva Staliūnaitė, James Thorne, Gisela Vallejo, Andreas Vlachos, Iryna Gurevych
TACL 2023 (accepted, in press)
FactKG: Fact Verification via Reasoning on Knowledge Graphs
Jiho Kim, Sungjin Park, Yeonsu Kwon, Yohan Jo, James Thorne, Edward Choi
ACL 2023
2022
Data-efficient Autoregressive Document Retrieval for Fact Verification
James Thorne
SustaiNLP workshop at EMNLP 2022
On the Role of Relevance in Natural Language Processing Tasks
Artsiom Sauchuk, James Thorne, Alon Halevy, Nicola Tonellotto, Fabrizio Silvestri
SigIR 2022
2021
FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information
Rami Aly, Zhijiang Guo, Michael Schlichtkrull, James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Oana Cocarascu, Arpit Mittal
NeurIPS 2021
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
Evidence-based Verification for Real World Information Needs
James Thorne, Max Glockner, Gisela Vallejo, Andreas Vlachos, Iryna Gurevych
arxiv preprint.
Code
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
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
EMNLP 2019
Generating Token-Level Explanations for Natural Language Inference
James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Arpit Mittal
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, Andreas Vlachos
COLING 2018
FEVER: a large-scale dataset for Fact Extraction and VERificiation
James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Arpit Mittal
NAACL 2018
Code
Data
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
James Thorne
University of Cambridge