Pipeline and Dataset Generation for Automated Fact-checking in Almost Any Language

15 December 2023

Papers citing "Pipeline and Dataset Generation for Automated Fact-checking in Almost Any Language"

28 / 28 papers shown

Title
The State of Human-centered NLP Technology for Fact-checking Anubrata Das Houjiang Liu Venelin Kovatchev Matthew Lease HILM 93 64 0 08 Jan 2023
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 88 57 0 24 Mar 2022
CsFEVER and CTKFacts: Acquiring Czech data for fact verification Herbert Ullrich Jan Drchal Martin Rýpar Hana Vincourová Václav Moravec HILM 52 9 0 26 Jan 2022
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Keshav Santhanam Omar Khattab Jon Saad-Falcon Christopher Potts Matei A. Zaharia 81 406 0 02 Dec 2021
SlovakBERT: Slovak Masked Language Model Matúš Pikuliak Stefan Grivalsky Martin Konopka Miroslav Blšták Martin Tamajka Viktor Bachratý Marian Simko Pavol Balázik Michal Trnka Filip Uhlárik 41 27 0 30 Sep 2021
A Survey on Automated Fact-Checking Zhijiang Guo Michael Schlichtkrull Andreas Vlachos 83 489 0 26 Aug 2021
ProoFVer: Natural Logic Theorem Proving for Fact Verification Amrith Krishna Sebastian Riedel Andreas Vlachos 73 68 0 25 Aug 2021
X-FACT: A New Benchmark Dataset for Multilingual Fact Checking Ashim Gupta Vivek Srikumar HILM 73 100 0 17 Jun 2021
Zero-shot Fact Verification by Claim Generation Liangming Pan Wenhu Chen Wenhan Xiong Min-Yen Kan Wenjie Wang 64 58 0 31 May 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 415 1,031 0 17 Apr 2021
Generating Fact Checking Briefs Angela Fan Aleksandra Piktus Fabio Petroni Guillaume Wenzek Marzieh Saeidi Andreas Vlachos Antoine Bordes Sebastian Riedel HILM 78 59 0 10 Nov 2020
Language Models are Open Knowledge Graphs Chenguang Wang Xiao Liu D. Song SSL KELM 62 137 0 22 Oct 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 107 1,222 0 01 Jul 2020
Fact or Fiction: Verifying Scientific Claims David Wadden Shanchuan Lin Kyle Lo Lucy Lu Wang Madeleine van Zuylen Arman Cohan Hannaneh Hajishirzi HAI 121 452 0 30 Apr 2020
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 117 1,360 0 27 Apr 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 239 1,691 0 16 Mar 2020
A Theory of Usable Information Under Computational Constraints Yilun Xu Shengjia Zhao Jiaming Song Russell Stewart Stefano Ermon 70 173 0 25 Feb 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 197 6,546 0 05 Nov 2019
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Joey Tianyi Zhou Jason Weston Douwe Kiela 115 1,005 0 31 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.2K 12,181 0 27 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 580 24,422 0 26 Jul 2019
The Fact Extraction and VERification (FEVER) Shared Task James Thorne Andreas Vlachos O. Cocarascu Christos Christodoulopoulos Arpit Mittal HILM 44 238 0 27 Nov 2018
Combining Fact Extraction and Verification with Neural Semantic Matching Networks Yixin Nie Haonan Chen Joey Tianyi Zhou FedML 57 304 0 16 Nov 2018
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 119 1,674 0 27 Aug 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 132 1,650 0 14 Mar 2018
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 110 2,012 0 31 Mar 2017
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 261 8,124 0 16 Jun 2016
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 648 31,490 0 16 Jan 2013