Fact or Fiction: Verifying Scientific Claims

30 April 2020

Kyle Lo

Arman Cohan

Papers citing "Fact or Fiction: Verifying Scientific Claims"

38 / 38 papers shown

Title
YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering Jennifer D'Souza Hamed Babaei Giglou Quentin Münch ELM 64 0 0 20 May 2025
When AI Co-Scientists Fail: SPOT-a Benchmark for Automated Verification of Scientific Research Guijin Son Jiwoo Hong Honglu Fan Heejeong Nam Hyunwoo Ko ... Jinyeop Song Jinha Choi Gonçalo Paulo Youngjae Yu Stella Biderman 74 1 0 17 May 2025
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation Tiansheng Wen Yifei Wang Zequn Zeng Zhong Peng Yudi Su Xinyang Liu Bo Chen Hongwei Liu Stefanie Jegelka Chenyu You CLL 165 4 0 03 Mar 2025
GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking Yingjian Chen Haoran Liu Yinhong Liu Rui Yang Han Yuan ... Pengyuan Zhou Peng Yuan Zhou Qingyu Chen James Caverlee Irene Li HILM 82 0 0 23 Feb 2025
CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking Delvin Ce Zhang Dongwon Lee HILM LRM 120 0 0 09 Feb 2025
Self-Rationalization in the Wild: A Large Scale Out-of-Distribution Evaluation on NLI-related tasks Jing Yang Max Glockner Anderson de Rezende Rocha Iryna Gurevych LRM 97 1 0 07 Feb 2025
A Reality Check on Context Utilisation for Retrieval-Augmented Generation Lovisa Hagström Sara Vera Marjanović Haeun Yu Arnav Arora Christina Lioma Maria Maistro Pepa Atanasova Isabelle Augenstein 162 1 0 22 Dec 2024
GME: Improving Universal Multimodal Retrieval by Multimodal LLMs Xin Zhang Yanzhao Zhang Wen Xie Mingxin Li Ziqi Dai Dingkun Long Pengjun Xie Meishan Zhang Wenjie Li Hao Fei 159 15 0 22 Dec 2024
Efficient Annotator Reliability Assessment and Sample Weighting for Knowledge-Based Misinformation Detection on Social Media Owen Cook Charlie Grimshaw Ben Wu Sophie Dillon Jack Hicks Luke Jones Thomas Smith Matyas Szert Xingyi Song 42 1 0 18 Oct 2024
TLDR: Token-Level Detective Reward Model for Large Vision Language Models Deqing Fu Tong Xiao Rui Wang Wang Zhu Pengchuan Zhang Guan Pang Robin Jia Lawrence Chen 102 7 0 07 Oct 2024
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers Shijie Chen Bernal Jiménez Gutiérrez Yu Su 69 4 0 03 Oct 2024
QAEncoder: Towards Aligned Representation Learning in Question Answering System Zhengren Wang Qinhan Yu Shida Wei Zhiyu Li Feiyu Xiong Xiaoxing Wang Pengnian Qi Hao Liang Wentao Zhang RALM 94 1 0 30 Sep 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 82 10 0 26 Aug 2024
IR2: Information Regularization for Information Retrieval Jianyou Wang Kaicheng Wang Xiaoyue Wang Weili Cao R. Paturi Leon Bergen 93 1 0 25 Feb 2024
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Yu Gu Robert Tinn Hao Cheng Michael R. Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon LM&MA AI4CE 68 1,757 0 31 Jul 2020
Evidence Inference 2.0: More Data, Better Models Jay DeYoung Eric P. Lehman Benjamin E. Nye Iain J. Marshall Byron C. Wallace 84 68 0 08 May 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 134 2,414 0 23 Apr 2020
CORD-19: The COVID-19 Open Research Dataset Lucy Lu Wang Kyle Lo Yoganand Chandrasekhar Russell Reas Jiangjiang Yang ... Boya Xie Douglas A. Raymond Daniel S. Weld Oren Etzioni Sebastian Kohlmeier 84 806 0 22 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 128 4,048 0 10 Apr 2020
ERASER: A Benchmark to Evaluate Rationalized NLP Models Jay DeYoung Sarthak Jain Nazneen Rajani Eric P. Lehman Caiming Xiong R. Socher Byron C. Wallace 103 636 0 08 Nov 2019
A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking Andreas Hanselowski Christian Stab Claudia Schulz Zile Li Iryna Gurevych 59 123 0 29 Oct 2019
BERT for Evidence Retrieval and Claim Verification Shrishti Saha Shetu Christof Monz E. Mabande RALM 63 123 0 07 Oct 2019
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 353 883 0 13 Sep 2019
ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks Michihiro Yasunaga Jungo Kasai Rui Zhang Alexander R. Fabbri Irene Li Dan Friedman Dragomir R. Radev 101 209 0 04 Sep 2019
Towards Debiasing Fact Verification Models Tal Schuster Darsh J. Shah Yun Jie Serene Yeo Daniel Filizzola Enrico Santus Regina Barzilay 83 211 0 14 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 516 24,351 0 26 Jul 2019
Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims Sihao Chen Daniel Khashabi Wenpeng Yin Chris Callison-Burch Dan Roth 106 121 0 08 Jun 2019
Inferring Which Medical Treatments Work from Reports of Clinical Trials Eric P. Lehman Jay DeYoung Regina Barzilay Byron C. Wallace 75 116 0 02 Apr 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 115 2,957 0 26 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.4K 94,511 0 11 Oct 2018
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction Yi Luan Luheng He Mari Ostendorf Hannaneh Hajishirzi 97 680 0 29 Aug 2018
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature Benjamin E. Nye Junyi Jessy Li Roma Patel Yinfei Yang Iain J. Marshall A. Nenkova Byron C. Wallace 49 220 0 11 Jun 2018
Integrating Stance Detection and Fact Checking in a Unified Corpus R. Baly Mitra Mohtarami James R. Glass Lluís Màrquez i Villodre Alessandro Moschitti Preslav Nakov 58 146 0 21 Apr 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 121 1,645 0 14 Mar 2018
Annotation Artifacts in Natural Language Inference Data Suchin Gururangan Swabha Swayamdipta Omer Levy Roy Schwartz Samuel R. Bowman Noah A. Smith 134 1,175 0 06 Mar 2018
"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection William Yang Wang HILM GNN 92 1,360 0 01 May 2017
SemEval-2017 Task 8: RumourEval: Determining rumour veracity and support for rumours Leon Derczynski Kalina Bontcheva Maria Liakata Rob Procter Geraldine Wong Sak Hoi A. Zubiaga HILM 50 349 0 20 Apr 2017
Rationalizing Neural Predictions Tao Lei Regina Barzilay Tommi Jaakkola 108 812 0 13 Jun 2016