Fact or Fiction: Verifying Scientific Claims

30 April 2020

Kyle Lo

Arman Cohan

Papers citing "Fact or Fiction: Verifying Scientific Claims"

36 / 86 papers shown

Title
Aggregating Pairwise Semantic Differences for Few-Shot Claim Veracity Classification Xia Zeng A. Zubiaga 33 1 0 11 May 2022
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims Miguel Arana Catania E. Kochkina A. Zubiaga M. Liakata Rob Procter Yulan He 35 10 0 05 May 2022
A Thorough Examination on Zero-shot Dense Retrieval Ruiyang Ren Yingqi Qu Jiaheng Liu Wayne Xin Zhao Qifei Wu Yuchen Ding Hua-Hong Wu Haifeng Wang Ji-Rong Wen 37 41 0 27 Apr 2022
Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization Georgios Katsimpras G. Paliouras 19 5 0 01 Apr 2022
Generating Scientific Claims for Zero-Shot Scientific Fact Checking Dustin Wright David Wadden Kyle Lo Bailey Kuehl Arman Cohan Isabelle Augenstein Lucy Lu Wang MedIm 45 54 0 24 Mar 2022
RELIC: Retrieving Evidence for Literary Claims Katherine Thai Yapei Chang Kalpesh Krishna Mohit Iyyer RALM 20 16 0 18 Mar 2022
Reasoning over Public and Private Data in Retrieval-Based Systems Simran Arora Patrick Lewis Angela Fan Jacob Kahn Christopher Ré 23 23 0 14 Mar 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval Canwen Xu Daya Guo Nan Duan Julian McAuley RALM VLM 18 46 0 11 Mar 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings Malte Ostendorff Nils Rethmeier Isabelle Augenstein Bela Gipp Georg Rehm 19 73 0 14 Feb 2022
RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim Verification Ashish Rana Deepanshu Khanna Tirthankar Ghosal Muskaan Singh Harpreet Singh P. Rana 12 5 0 05 Feb 2022
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Kexin Wang Nandan Thakur Nils Reimers Iryna Gurevych VLM 24 149 0 14 Dec 2021
MultiVerS: Improving scientific claim verification with weak supervision and full-document context David Wadden Bertie Vidgen Lucy Lu Wang Dirk Hovy J. Pierrehumbert Hannaneh Hajishirzi 27 151 0 02 Dec 2021
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Keshav Santhanam Omar Khattab Jon Saad-Falcon Christopher Potts Matei A. Zaharia 39 383 0 02 Dec 2021
Human-in-the-Loop Disinformation Detection: Stance, Sentiment, or Something Else? Alexander Michael Daniel 23 1 0 09 Nov 2021
Dataset of Fake News Detection and Fact Verification: A Survey Taichi Murayama GNN 26 38 0 05 Nov 2021
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations Ji Xin Chenyan Xiong A. Srinivasan Ankita Sharma Damien Jose Paul N. Bennett VLM 83 41 0 14 Oct 2021
Automated Fact-Checking: A Survey Xia Zeng Amani S. Abumansour A. Zubiaga HILM 180 95 0 23 Sep 2021
Integrating Pattern- and Fact-based Fake News Detection via Model Preference Learning Qiang Sheng Xueyao Zhang Juan Cao L. Zhong GNN 19 52 0 23 Sep 2021
Semi-Supervised Exaggeration Detection of Health Science Press Releases Dustin Wright Isabelle Augenstein 27 12 0 30 Aug 2021
A Survey on Automated Fact-Checking Zhijiang Guo M. Schlichtkrull Andreas Vlachos 27 457 0 26 Aug 2021
ProoFVer: Natural Logic Theorem Proving for Fact Verification Amrith Krishna Sebastian Riedel Andreas Vlachos 21 61 0 25 Aug 2021
FaVIQ: FAct Verification from Information-seeking Questions Jungsoo Park Sewon Min Jaewoo Kang Luke Zettlemoyer Hannaneh Hajishirzi HILM 34 37 0 05 Jul 2021
On the Diversity and Limits of Human Explanations Chenhao Tan 19 31 0 22 Jun 2021
FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information Rami Aly Zhijiang Guo M. Schlichtkrull James Thorne Andreas Vlachos Christos Christodoulopoulos O. Cocarascu Arpit Mittal HILM 25 174 0 10 Jun 2021
CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding Dustin Wright Isabelle Augenstein 13 24 0 23 May 2021
Claim Detection in Biomedical Twitter Posts Amelie Wuhrl Roman Klinger 35 29 0 23 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 234 971 0 17 Apr 2021
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by Example Sheshera Mysore Timothy J. O'Gorman Andrew McCallum Hamed Zamani 28 19 0 24 Mar 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 83 83 0 30 Jan 2021
CD2CR: Co-reference Resolution Across Documents and Domains James Ravenscroft Arie Cattan A. Clare Ido Dagan Maria Liakata 72 8 0 29 Jan 2021
Evidence-based Factual Error Correction James Thorne Andreas Vlachos KELM OffRL 21 54 0 31 Dec 2020
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers Tom Hope Aida Amini David Wadden Madeleine van Zuylen Sravanthi Parasa Eric Horvitz Daniel S. Weld Roy Schwartz Hannaneh Hajishirzi 24 29 0 08 Oct 2020
Extracting Summary Knowledge Graphs from Long Documents Zeqiu Wu Rik Koncel-Kedziorski Mari Ostendorf Hannaneh Hajishirzi 35 15 0 19 Sep 2020
Evidence Inference 2.0: More Data, Better Models Jay DeYoung Eric P. Lehman Benjamin E. Nye Iain J. Marshall Byron C. Wallace 17 68 0 08 May 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 222 812 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 Z Li Dan Friedman Dragomir R. Radev 73 206 0 04 Sep 2019