The State of Human-centered NLP Technology for Fact-checking

8 January 2023

Matthew Lease

Papers citing "The State of Human-centered NLP Technology for Fact-checking"

41 / 41 papers shown

Title
When Claims Evolve: Evaluating and Enhancing the Robustness of Embedding Models Against Misinformation Edits Jabez Magomere Emanuele La Malfa Manuel Tonneau Ashkan Kazemi Scott A. Hale KELM 72 0 0 05 Mar 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems Zekun Zhou Xiaocheng Feng L. Huang Xiachong Feng Ziyun Song ... Baoxin Wang Dayong Wu Guoping Hu Ting Liu Bing Qin AI4TS 74 1 0 03 Mar 2025
BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking Yuxuan Liu Hongda Sun Wenya Guo Xinyan Xiao Cunli Mao Zhengtao Yu Rui Yan 66 2 0 22 Feb 2025
Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning Juraj Vladika Ivana Hacajová Florian Matthes LRM 95 0 0 21 Feb 2025
Think Together and Work Better: Combining Humans' and LLMs' Think-Aloud Outcomes for Effective Text Evaluation SeongYeub Chu JongWoo Kim MunYong Yi 57 3 0 21 Feb 2025
Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking Greta Warren Irina Shklovski Isabelle Augenstein OffRL 78 4 0 13 Feb 2025
Towards More Effective Table-to-Text Generation: Assessing In-Context Learning and Self-Evaluation with Open-Source Models Sahar Iravani Tim . O . F Conrad LMTD 34 0 0 15 Oct 2024
Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation Chu Fei Luo Radin Shayanfar R. Bhambhoria Samuel Dahan Xiaodan Zhu AILaw 31 0 0 04 Oct 2024
"The Data Says Otherwise"-Towards Automated Fact-checking and Communication of Data Claims Yu Fu Shunan Guo Jane Hoffswell Victor S. Bursztyn Ryan A. Rossi J. Stasko 28 2 0 16 Sep 2024
The Implications of Open Generative Models in Human-Centered Data Science Work: A Case Study with Fact-Checking Organizations Robert Wolfe Tanushree Mitra 40 1 0 04 Aug 2024
MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking Ting-Chih Chen Chia-Wei Tang Chris Thomas 49 3 0 18 Jul 2024
The Impact and Opportunities of Generative AI in Fact-Checking Robert Wolfe Tanushree Mitra 32 14 0 24 May 2024
Mining the Explainability and Generalization: Fact Verification Based on Self-Instruction Guangyao Lu Yulin Liu 40 0 0 21 May 2024
RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models M. A. Khaliq P. Chang M. Ma B. Pflugfelder F. Miletić LRM 22 5 0 18 Apr 2024
Fact Checking Beyond Training Set Payam Karisani Heng Ji KELM 32 0 0 27 Mar 2024
Scope of Large Language Models for Mining Emerging Opinions in Online Health Discourse Joseph Gatto Madhusudan Basak Yash Srivastava Philip Bohlman S. Preum 40 1 0 05 Mar 2024
Think Fast, Think Slow, Think Critical: Designing an Automated Propaganda Detection Tool L. Zavolokina Kilian Sprenkamp Zoya Katashinskaya Daniel Gordon Jones Gerhard Schwabe 37 13 0 29 Feb 2024
Diverse, but Divisive: LLMs Can Exaggerate Gender Differences in Opinion Related to Harms of Misinformation Terrence Neumann Sooyong Lee Maria De-Arteaga S. Fazelpour Matthew Lease 36 4 0 29 Jan 2024
Claim Detection for Automated Fact-checking: A Survey on Monolingual, Multilingual and Cross-Lingual Research Rrubaa Panchendrarajan A. Zubiaga HILM 27 15 0 22 Jan 2024
Pipeline and Dataset Generation for Automated Fact-checking in Almost Any Language Jan Drchal Herbert Ullrich Tomás Mlynár Václav Moravec HILM 19 1 0 15 Dec 2023
RELIC: Investigating Large Language Model Responses using Self-Consistency Furui Cheng Vilém Zouhar Simran Arora Mrinmaya Sachan Hendrik Strobelt Mennatallah El-Assady HILM 24 18 0 28 Nov 2023
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification Yingjie Zhu Jiasheng Si Yibo Zhao Haiyang Zhu Deyu Zhou Yulan He 41 6 0 23 Oct 2023
The Perils & Promises of Fact-checking with Large Language Models Dorian Quelle Alexandre Bovet 28 20 0 20 Oct 2023
Unsupervised Pretraining for Fact Verification by Language Model Distillation A. Bazaga Pietro Lió Bo Dai HILM 30 2 0 28 Sep 2023
Automating construction contract review using knowledge graph-enhanced large language models Chunmo Zheng Saika Wong Xing Su Yinqiu Tang Ahsan Nawaz Mohamad Kassem 26 2 0 21 Sep 2023
Leveraging Social Discourse to Measure Check-worthiness of Claims for Fact-checking Megha Sundriyal Md. Shad Akhtar Tanmoy Chakraborty 18 0 0 17 Sep 2023
Designing and Evaluating Presentation Strategies for Fact-Checked Content Danula Hettiachchi Kaixin Ji Jenny A Kennedy Anthony McCosker Flora D. Salim Mark Sanderson Falk Scholer Damiano Spina 22 7 0 20 Aug 2023
Human-centered NLP Fact-checking: Co-Designing with Fact-checkers using Matchmaking for AI Houjiang Liu Anubrata Das Alexander Boltz Didi Zhou Daisy Pinaroc Matthew Lease Min Kyung Lee HAI 25 16 0 14 Aug 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 41 6 0 21 May 2023
Some Observations on Fact-Checking Work with Implications for Computational Support Rob Procter Miguel Arana Catania Yulan He Maria Liakata A. Zubiaga E. Kochkina Runcong Zhao 36 10 0 03 May 2023
True or false? Cognitive load when reading COVID-19 news headlines: an eye-tracking study Li Shi Nilavra Bhattacharya Anubrata Das J. Gwizdka 11 3 0 16 Feb 2023
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole Varun Gangal Sebastian Gehrmann Aadesh Gupta Zhenhao Li ... Tianbao Xie Usama Yaseen Michael A. Yee Jing Zhang Yue Zhang 174 86 0 06 Dec 2021
Overview of the CLEF-2019 CheckThat!: Automatic Identification and Verification of Claims Tamer Elsayed Preslav Nakov Alberto Barrón-Cedeño Maram Hasanain Reem Suwaileh Giovanni Da San Martino Preslav Nakov 63 109 0 25 Sep 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 180 95 0 23 Sep 2021
The Case for Claim Difficulty Assessment in Automatic Fact Checking Prakhar Singh Anubrata Das J. Li Matthew Lease 26 9 0 20 Sep 2021
Decision-Focused Summarization Chao-Chun Hsu Chenhao Tan 39 16 0 14 Sep 2021
Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document Shaden Shaar Nikola Georgiev Firoj Alam Giovanni Da San Martino Aisha Mohamed Preslav Nakov HILM 70 26 0 14 Sep 2021
A Survey on Stance Detection for Mis- and Disinformation Identification Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 111 132 0 27 Feb 2021
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 218 248 0 19 Oct 2020
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Joey Tianyi Zhou RALM 164 134 0 17 Sep 2019