Fact or Fiction: Verifying Scientific Claims

30 April 2020

Kyle Lo

Arman Cohan

Papers citing "Fact or Fiction: Verifying Scientific Claims"

50 / 269 papers shown

Title
CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking Xuming Hu Zhijiang Guo Guan-Huei Wu Aiwei Liu Lijie Wen Philip S. Yu HILM 23 45 0 06 Jun 2022
ClaimDiff: Comparing and Contrasting Claims on Contentious Issues Miyoung Ko Ingyu Seong Hwaran Lee Joonsuk Park Minsuk Chang Minjoon Seo 46 3 0 24 May 2022
A Fine-grained Interpretability Evaluation Benchmark for Neural NLP Lijie Wang Yaozong Shen Shu-ping Peng Shuai Zhang Xinyan Xiao Hao Liu Hongxuan Tang Ying-Cong Chen Hua Wu Haifeng Wang ELM 19 21 0 23 May 2022
Generating Literal and Implied Subquestions to Fact-check Complex Claims Jifan Chen Aniruddh Sriram Eunsol Choi Greg Durrett HILM 36 60 0 14 May 2022
Aggregating Pairwise Semantic Differences for Few-Shot Claim Veracity Classification Xia Zeng A. Zubiaga 39 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 40 10 0 05 May 2022
A Thorough Examination on Zero-shot Dense Retrieval Ruiyang Ren Yingqi Qu Qingbin Liu Wayne Xin Zhao Qifei Wu Yuchen Ding Hua Wu Haifeng Wang Ji-Rong Wen 37 41 0 27 Apr 2022
Science Checker: Extractive-Boolean Question Answering For Scientific Fact Checking Loïc Rakotoson Charles Letaillieur S. Massip F. Laleye 20 4 0 26 Apr 2022
Revise and Resubmit: An Intertextual Model of Text-based Collaboration in Peer Review Ilia Kuznetsov Jan Buchmann Max Eichler Iryna Gurevych KELM 21 33 0 22 Apr 2022
Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization Georgios Katsimpras George Giannakopoulos 24 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 53 55 0 24 Mar 2022
RELIC: Retrieving Evidence for Literary Claims Katherine Thai Yapei Chang Kalpesh Krishna Mohit Iyyer RALM 31 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 28 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 29 46 0 11 Mar 2022
Synthetic Disinformation Attacks on Automated Fact Verification Systems Y. Du Antoine Bosselut Christopher D. Manning AAML OffRL 36 32 0 18 Feb 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings Malte Ostendorff Nils Rethmeier Isabelle Augenstein Bela Gipp Georg Rehm 26 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
Distinguishing Transformative from Incremental Clinical Evidence: A Classifier of Clinical Research using Textual features from Abstracts and Citing Sentences Xuanyu Shi Jian Du CLL 16 1 0 24 Dec 2021
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 29 153 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 39 385 0 02 Dec 2021
The Choice of Knowledge Base in Automated Claim Checking Dominik Stammbach Boya Zhang Elliott Ash 19 5 0 15 Nov 2021
Time Waits for No One! Analysis and Challenges of Temporal Misalignment Kelvin Luu Daniel Khashabi Suchin Gururangan Karishma Mandyam Noah A. Smith 30 86 0 14 Nov 2021
Human-in-the-Loop Disinformation Detection: Stance, Sentiment, or Something Else? Alexander Michael Daniel 25 1 0 09 Nov 2021
Dataset of Fake News Detection and Fact Verification: A Survey Taichi Murayama GNN 31 38 0 05 Nov 2021
DialFact: A Benchmark for Fact-Checking in Dialogue Prakhar Gupta C. Wu Wenhao Liu Caiming Xiong HILM 24 62 0 15 Oct 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
Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification Neema Kotonya Thomas Spooner Daniele Magazzeni Francesca Toni 38 13 0 25 Sep 2021
Automated Fact-Checking: A Survey Xia Zeng Amani S. Abumansour A. Zubiaga HILM 187 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
Extracting Fine-Grained Knowledge Graphs of Scientific Claims: Dataset and Transformer-Based Results Ian H. Magnusson Scott E. Friedman 59 14 0 21 Sep 2021
The Case for Claim Difficulty Assessment in Automatic Fact Checking Prakhar Singh Anubrata Das Junjie Li Matthew Lease 32 9 0 20 Sep 2021
Abstract, Rationale, Stance: A Joint Model for Scientific Claim Verification Zhiwei Zhang Jiyi Li Fumiyo Fukumoto Yanming Ye 13 26 0 13 Sep 2021
Table-based Fact Verification with Salience-aware Learning Fei Wang Kexuan Sun Jay Pujara Pedro A. Szekely Muhao Chen LMTD 41 21 0 09 Sep 2021
Graphine: A Dataset for Graph-aware Terminology Definition Generation Zequn Liu Shukai Wang Yiyang Gu Ruiyi Zhang Ming Zhang Sheng Wang MedIm 60 10 0 09 Sep 2021
Semi-Supervised Exaggeration Detection of Health Science Press Releases Dustin Wright Isabelle Augenstein 38 12 0 30 Aug 2021
A Survey on Automated Fact-Checking Zhijiang Guo M. Schlichtkrull Andreas Vlachos 29 459 0 26 Aug 2021
ProoFVer: Natural Logic Theorem Proving for Fact Verification Amrith Krishna Sebastian Riedel Andreas Vlachos 21 62 0 25 Aug 2021
Overview and Insights from the SciVer Shared Task on Scientific Claim Verification David Wadden Kyle Lo 61 11 0 17 Jul 2021
FaVIQ: FAct Verification from Information-seeking Questions Jungsoo Park Sewon Min Jaewoo Kang Luke Zettlemoyer Hannaneh Hajishirzi HILM 42 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 27 174 0 10 Jun 2021
COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 Pandemic Arkadiy Saakyan Tuhin Chakrabarty Smaranda Muresan HILM 14 115 0 07 Jun 2021
Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification Jiasheng Si Deyu Zhou Tong Li Xingyu Shi Yulan He 19 38 0 02 Jun 2021
A Multi-Level Attention Model for Evidence-Based Fact Checking Canasai Kruengkrai Junichi Yamagishi Xin Wang GNN 13 25 0 02 Jun 2021
CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding Dustin Wright Isabelle Augenstein 16 24 0 23 May 2021
Claim Detection in Biomedical Twitter Posts Amelie Wuhrl Roman Klinger 43 29 0 23 Apr 2021
QMUL-SDS at SCIVER: Step-by-Step Binary Classification for Scientific Claim Verification Xia Zeng A. Zubiaga 15 9 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 270 975 0 17 Apr 2021
The Role of Context in Detecting Previously Fact-Checked Claims Shaden Shaar Firoj Alam Giovanni Da San Martino Preslav Nakov 44 33 0 15 Apr 2021