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MultiVerS: Improving scientific claim verification with weak supervision
  and full-document context
v1v2 (latest)

MultiVerS: Improving scientific claim verification with weak supervision and full-document context

2 December 2021
David Wadden
Bertie Vidgen
Lucy Lu Wang
Dirk Hovy
J. Pierrehumbert
Hannaneh Hajishirzi
ArXiv (abs)PDFHTMLGithub (45★)

Papers citing "MultiVerS: Improving scientific claim verification with weak supervision and full-document context"

50 / 106 papers shown
Who Evaluates AI's Social Impacts? Mapping Coverage and Gaps in First and Third Party Evaluations
Who Evaluates AI's Social Impacts? Mapping Coverage and Gaps in First and Third Party Evaluations
Anka Reuel
Avijit Ghosh
Jenny Chim
Andrew Tran
Yanan Long
...
Zeerak Talat
Stella Biderman
Mykel J. Kochenderfer
Sanmi Koyejo
Irene Solaiman
ELM
230
0
0
06 Nov 2025
BoN Appetit Team at LeWiDi-2025: Best-of-N Test-time Scaling Can Not Stomach Annotation Disagreements (Yet)
BoN Appetit Team at LeWiDi-2025: Best-of-N Test-time Scaling Can Not Stomach Annotation Disagreements (Yet)
Tomas Ruiz
Siyao Peng
Barbara Plank
Carsten Schwemmer
101
1
0
14 Oct 2025
The InviTE Corpus: Annotating Invectives in Tudor English Texts for Computational Modeling
The InviTE Corpus: Annotating Invectives in Tudor English Texts for Computational Modeling
Sophie Spliethoff
Sanne Hoeken
Silke Schwandt
Sina Zarrieß
Özge Alaçam
97
0
0
26 Sep 2025
Will Annotators Disagree? Identifying Subjectivity in Value-Laden Arguments
Will Annotators Disagree? Identifying Subjectivity in Value-Laden Arguments
Amir Homayounirad
Enrico Liscio
Tong Wang
Catholijn M. Jonker
Luciano C.Siebert
101
1
0
08 Sep 2025
IntrEx: A Dataset for Modeling Engagement in Educational Conversations
IntrEx: A Dataset for Modeling Engagement in Educational Conversations
Xingwei Tan
Mahathi Parvatham
Chiara Gambi
Gabriele Pergola
134
0
0
08 Sep 2025
The Impact of Annotator Personas on LLM Behavior Across the Perspectivism Spectrum
The Impact of Annotator Personas on LLM Behavior Across the Perspectivism Spectrum
O. O. Sarumi
Charles F Welch
Daniel Braun
Jorg Schlotterer
104
0
0
23 Aug 2025
Extending FKG.in: Towards a Food Claim Traceability Network
Extending FKG.in: Towards a Food Claim Traceability Network
Saransh Kumar Gupta
Rizwan Gulzar Mir
Lipika Dey
Partha Pratim Das
Anirban Sen
Ramesh Jain
104
0
0
22 Aug 2025
+VeriRel: Verification Feedback to Enhance Document Retrieval for Scientific Fact Checking
+VeriRel: Verification Feedback to Enhance Document Retrieval for Scientific Fact Checking
Xingyu Deng
Xi Wang
Mark Stevenson
145
1
0
14 Aug 2025
From Seed to Harvest: Augmenting Human Creativity with AI for Red-teaming Text-to-Image Models
Jessica Quaye
Charvi Rastogi
Alicia Parrish
Oana Inel
Minsuk Kahng
Lora Aroyo
Vijay Janapa Reddi
173
0
0
23 Jul 2025
The Next Phase of Scientific Fact-Checking: Advanced Evidence Retrieval from Complex Structured Academic Papers
The Next Phase of Scientific Fact-Checking: Advanced Evidence Retrieval from Complex Structured Academic PapersInternational Conference on the Theory of Information Retrieval (ICTIR), 2025
Xingyu Deng
Xi Wang
Mark Stevenson
300
1
0
25 Jun 2025
Web(er) of Hate: A Survey on How Hate Speech Is Typed
Web(er) of Hate: A Survey on How Hate Speech Is Typed
Luna Wang
Andrew Caines
Alice Hutchings
138
0
0
19 Jun 2025
Hateful Person or Hateful Model? Investigating the Role of Personas in Hate Speech Detection by Large Language Models
Hateful Person or Hateful Model? Investigating the Role of Personas in Hate Speech Detection by Large Language Models
Shuzhou Yuan
Ercong Nie
Mario Tawfelis
Helmut Schmid
Hinrich Schütze
Michael Färber
203
1
0
10 Jun 2025
Subjectivity in the Annotation of Bridging Anaphora
Subjectivity in the Annotation of Bridging Anaphora
Lauren Levine
Amir Zeldes
153
2
0
08 Jun 2025
Assessing Intersectional Bias in Representations of Pre-Trained Image Recognition Models
Assessing Intersectional Bias in Representations of Pre-Trained Image Recognition Models
Valerie Krug
Sebastian Stober
281
0
0
04 Jun 2025
Multi-Domain Explainability of Preferences
Multi-Domain Explainability of Preferences
Nitay Calderon
Liat Ein-Dor
Roi Reichart
LRM
363
0
0
26 May 2025
Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness
Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness
Lotem Peled-Cohen
Maya Zadok
Nitay Calderon
Hila Gonen
Roi Reichart
346
2
0
19 May 2025
An Annotated Corpus of Arabic Tweets for Hate Speech Analysis
An Annotated Corpus of Arabic Tweets for Hate Speech Analysis
Wajdi Zaghouani
Wajdi Zaghouani
294
10
0
17 May 2025
CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMs
CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMs
Yingming Zheng
Xiaoliang Liu
Peng Wu
Li Pan
LRM
255
2
0
21 Apr 2025
Evolving Security in LLMs: A Study of Jailbreak Attacks and Defenses
Evolving Security in LLMs: A Study of Jailbreak Attacks and Defenses
Zhengchun Shang
Wenlan Wei
Weiheng Bai
AAML
490
7
0
02 Apr 2025
Graphically Speaking: Unmasking Abuse in Social Media with Conversation Insights
Graphically Speaking: Unmasking Abuse in Social Media with Conversation InsightsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Célia Nouri
Jean-Philippe Cointet
Chloé Clavel
232
1
0
02 Apr 2025
Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals' Subjective Text Perceptions
Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals' Subjective Text PerceptionsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Matthias Orlikowski
Jiaxin Pei
Paul Röttger
Philipp Cimiano
David Jurgens
Dirk Hovy
357
23
0
28 Feb 2025
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented GenerationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Takyoung Kim
Kyungjae Lee
Y. Jang
Ji Yong Cho
Gangwoo Kim
Minseok Cho
Moontae Lee
429
1
0
28 Jan 2025
Exploring the Influence of Label Aggregation on Minority Voices:
  Implications for Dataset Bias and Model Training
Exploring the Influence of Label Aggregation on Minority Voices: Implications for Dataset Bias and Model Training
Mugdha Pandya
Nafise Sadat Moosavi
Diana Maynard
339
1
0
05 Dec 2024
HateDay: Insights from a Global Hate Speech Dataset Representative of a Day on Twitter
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Manuel Tonneau
Diyi Liu
Niyati Malhotra
Scott A. Hale
Samuel Fraiberger
Victor Orozco-Olvera
Paul Röttger
449
7
0
23 Nov 2024
Multi-Perspective Stance Detection
Multi-Perspective Stance Detection
Benedetta Muscato
Praveen Bushipaka
Gizem Gezici
Lucia Passaro
F. Giannotti
127
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13 Nov 2024
Venire: A Machine Learning-Guided Panel Review System for Community
  Content Moderation
Venire: A Machine Learning-Guided Panel Review System for Community Content ModerationProceedings of the ACM on Human-Computer Interaction (PACMHCI), 2024
Vinay Koshy
Frederick Choi
Yi-Shyuan Chiang
Hari Sundaram
Eshwar Chandrasekharan
Karrie Karahalios
205
11
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30 Oct 2024
Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges
Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges
Farid Ariai
Joel Mackenzie
Gianluca Demartini
ELMAILawVLM
456
39
0
25 Oct 2024
DefVerify: Do Hate Speech Models Reflect Their Dataset's Definition?
DefVerify: Do Hate Speech Models Reflect Their Dataset's Definition?International Conference on Computational Linguistics (COLING), 2024
Urja Khurana
Eric T. Nalisnick
Antske Fokkens
374
6
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21 Oct 2024
Ethics Whitepaper: Whitepaper on Ethical Research into Large Language
  Models
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Eddie L. Ungless
Nikolas Vitsakis
Zeerak Talat
James Garforth
Bjorn Ross
Arno Onken
Atoosa Kasirzadeh
Alexandra Birch
265
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17 Oct 2024
Mitigating Biases to Embrace Diversity: A Comprehensive Annotation
  Benchmark for Toxic Language
Mitigating Biases to Embrace Diversity: A Comprehensive Annotation Benchmark for Toxic Language
Xinmeng Hou
262
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Personas with Attitudes: Controlling LLMs for Diverse Data Annotation
Personas with Attitudes: Controlling LLMs for Diverse Data Annotation
Leon Fröhling
Gianluca Demartini
Dennis Assenmacher
224
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Hate Personified: Investigating the role of LLMs in content moderation
Hate Personified: Investigating the role of LLMs in content moderationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Sarah Masud
Sahajpreet Singh
Viktor Hangya
Kangyang Luo
Tanmoy Chakraborty
213
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A Few Hypocrites: Few-Shot Learning and Subtype Definitions for
  Detecting Hypocrisy Accusations in Online Climate Change Debates
A Few Hypocrites: Few-Shot Learning and Subtype Definitions for Detecting Hypocrisy Accusations in Online Climate Change DebatesACM Cyber-Physical System Security Workshop (CSS), 2024
Paulina Garcia Corral
Avishai Green
Hendrik Meyer
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169
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ARTICLE: Annotator Reliability Through In-Context Learning
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Sujan Dutta
Deepak Pandita
Tharindu Cyril Weerasooriya
Marcos Zampieri
Christopher M. Homan
Ashiqur R. KhudaBukhsh
237
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"The Data Says Otherwise"-Towards Automated Fact-checking and
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Yu Fu
Shunan Guo
Jane Hoffswell
Victor S. Bursztyn
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PEFT-U: Parameter-Efficient Fine-Tuning for User Personalization
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193
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Voices in a Crowd: Searching for Clusters of Unique Perspectives
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Ioannis Konstas
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LLM Roleplay: Simulating Human-Chatbot Interaction
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Let Guidelines Guide You: A Prescriptive Guideline-Centered Data
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Error Span Annotation: A Balanced Approach for Human Evaluation of
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Vilém Zouhar
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Janis Goldzycher
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Explainability and Hate Speech: Structured Explanations Make Social
  Media Moderators Faster
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