Generating Scientific Claims for Zero-Shot Scientific Fact Checking

24 March 2022

Kyle Lo

Arman Cohan

Papers citing "Generating Scientific Claims for Zero-Shot Scientific Fact Checking"

41 / 41 papers shown

Title
Beyond Translation: LLM-Based Data Generation for Multilingual Fact-Checking Yi-Ling Chung Aurora Cobo Pablo Serna SyDa HILM 58 0 0 24 Feb 2025
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token Roi Cohen Konstantin Dobler Eden Biran Gerard de Melo 83 3 0 09 Dec 2024
Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknown Lifu Tu Rui Meng Shafiq R. Joty Yingbo Zhou Semih Yavuz HILM 67 0 0 24 Nov 2024
TLDR: Token-Level Detective Reward Model for Large Vision Language Models Deqing Fu Tong Xiao Rui Wang Wang Zhu Pengchuan Zhang Guan Pang Robin Jia Lawrence Chen 58 5 0 07 Oct 2024
Zero-Shot Fact Verification via Natural Logic and Large Language Models Marek Strong Rami Aly Andreas Vlachos LRM 16 0 0 04 Oct 2024
CiteME: Can Language Models Accurately Cite Scientific Claims? Ori Press Andreas Hochlehnert Ameya Prabhu Vishaal Udandarao Ofir Press Matthias Bethge 32 12 0 10 Jul 2024
FinGen: A Dataset for Argument Generation in Finance Chung-Chi Chen Hiroya Takamura Ichiro Kobayashi Yusuke Miyao 27 0 0 31 May 2024
Fact Checking Beyond Training Set Payam Karisani Heng Ji KELM 30 0 0 27 Mar 2024
CheckEval: A reliable LLM-as-a-Judge framework for evaluating text generation using checklists Yukyung Lee Joonghoon Kim Jaehee Kim Hyowon Cho Pilsung Kang Pilsung Kang Najoung Kim ELM 42 4 0 27 Mar 2024
SciNews: From Scholarly Complexities to Public Narratives -- A Dataset for Scientific News Report Generation Dongqi Pu Yifan Wang Jia E. Loy Vera Demberg 14 6 0 26 Mar 2024
QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims Venktesh V Abhijit Anand Avishek Anand Vinay Setty 27 12 0 25 Mar 2024
Can Large Language Models Detect Misinformation in Scientific News Reporting? Yupeng Cao Aishwarya Muralidharan Nair Elyon Eyimife Nastaran Jamalipour Soofi K. P. Subbalakshmi J. Wullert Chumki Basu David Shallcross 32 8 0 22 Feb 2024
Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical Reasoning Loïc Rakotoson S. Massip F. Laleye 35 0 0 21 Feb 2024
Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables Haisong Gong Weizhi Xu Shu Wu Qiang Liu Liang Wang 19 4 0 20 Feb 2024
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification Juraj Vladika Florian Matthes 22 5 0 05 Feb 2024
Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs Moy Yuan Andreas Vlachos 17 6 0 19 Dec 2023
Cross-Domain Robustness of Transformer-based Keyphrase Generation Anna Glazkova Dmitry A. Morozov 20 0 0 17 Dec 2023
Pipeline and Dataset Generation for Automated Fact-checking in Almost Any Language Jan Drchal Herbert Ullrich Tomás Mlynár Václav Moravec HILM 13 1 0 15 Dec 2023
DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation Yiqing Xie Sheng Zhang Hao Cheng Pengfei Liu Zelalem Gero Cliff Wong Tristan Naumann Hoifung Poon Carolyn Rose MedIm 11 4 0 16 Nov 2023
Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers Yuxia Wang Revanth Gangi Reddy Zain Muhammad Mujahid Arnav Arora Aleksandr Rubashevskii ... Nadav Borenstein Aditya Pillai Isabelle Augenstein Iryna Gurevych Preslav Nakov HILM 11 33 0 15 Nov 2023
QA-NatVer: Question Answering for Natural Logic-based Fact Verification Rami Aly Marek Strong Andreas Vlachos 25 6 0 22 Oct 2023
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models Haoran Wang Kai Shu LRM 30 22 0 08 Oct 2023
Interactively Learning Social Media Representations Improves News Source Factuality Detection Nikhil Mehta Dan Goldwasser GNN 19 4 0 26 Sep 2023
Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models Fengzhu Zeng Wei Gao 17 5 0 05 Jun 2023
Scientific Fact-Checking: A Survey of Resources and Approaches Juraj Vladika Florian Matthes HILM 25 42 0 26 May 2023
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation Sewon Min Kalpesh Krishna Xinxi Lyu M. Lewis Wen-tau Yih Pang Wei Koh Mohit Iyyer Luke Zettlemoyer Hannaneh Hajishirzi HILM ALM 19 595 0 23 May 2023
APPLS: Evaluating Evaluation Metrics for Plain Language Summarization Yue Guo Tal August Gondy Leroy T. Cohen Lucy Lu Wang 55 8 0 23 May 2023
LM vs LM: Detecting Factual Errors via Cross Examination Roi Cohen May Hamri Mor Geva Amir Globerson HILM 22 117 0 22 May 2023
SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables Xinyuan Lu Liangming Pan Qian Liu Preslav Nakov Min-Yen Kan LMTD 28 24 0 22 May 2023
Fact-Checking Complex Claims with Program-Guided Reasoning Liangming Pan Xiaobao Wu Xinyuan Lu A. Luu William Yang Wang Min-Yen Kan Preslav Nakov LRM 21 116 0 22 May 2023
SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples Deqing Fu Ameya Godbole Robin Jia 20 8 0 13 May 2023
Zero-shot Faithful Factual Error Correction Kung-Hsiang Huang Hou Pong Chan Heng Ji KELM HILM 19 30 0 13 May 2023
SciFact-Open: Towards open-domain scientific claim verification David Wadden Kyle Lo Bailey Kuehl Arman Cohan Iz Beltagy Lucy Lu Wang Hannaneh Hajishirzi LRM 12 55 0 25 Oct 2022
Modeling Information Change in Science Communication with Semantically Matched Paraphrases Dustin Wright Jiaxin Pei David Jurgens Isabelle Augenstein 21 14 0 24 Oct 2022
Entity-based Claim Representation Improves Fact-Checking of Medical Content in Tweets Amelie Wuhrl Roman Klinger HILM MedIm 11 9 0 16 Sep 2022
SciTweets -- A Dataset and Annotation Framework for Detecting Scientific Online Discourse Salim Hafid Sebastian Schellhammer S. Bringay Konstantin Todorov Stefan Dietze 11 4 0 15 Jun 2022
Fact Checking with Insufficient Evidence Pepa Atanasova J. Simonsen Christina Lioma Isabelle Augenstein 20 14 0 05 Apr 2022
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 22 148 0 02 Dec 2021
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering Arij Riabi Thomas Scialom Rachel Keraron Benoît Sagot Djamé Seddah Jacopo Staiano 140 52 0 23 Oct 2020
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 216 249 0 19 Oct 2020
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 187 576 0 02 May 2018