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
Noisy Self-Training with Synthetic Queries for Dense Retrieval Fan Jiang Tom Drummond Trevor Cohn 48 1 0 27 Nov 2023
Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2 Hamish Ivison Yizhong Wang Valentina Pyatkin Nathan Lambert Matthew E. Peters ... Joel Jang David Wadden Noah A. Smith Iz Beltagy Hanna Hajishirzi ALM ELM 32 181 0 17 Nov 2023
Countering Misinformation via Emotional Response Generation Daniel Russo Shane P. Kaszefski-Yaschuk Jacopo Staiano Marco Guerini OffRL 26 9 0 17 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 49 33 0 15 Nov 2023
Dialogizer: Context-aware Conversational-QA Dataset Generation from Textual Sources Yerin Hwang Yongi-Mi Kim Hyunkyung Bae Jeesoo Bang Hwanhee Lee Kyomin Jung 34 6 0 09 Nov 2023
Evaluating Generative Ad Hoc Information Retrieval Lukas Gienapp Harrisen Scells Niklas Deckers Janek Bevendorff Shuai Wang ... Maik Frobe Guide Zucoon Benno Stein Matthias Hagen Martin Potthast RALM 45 11 0 08 Nov 2023
BanMANI: A Dataset to Identify Manipulated Social Media News in Bangla M. Kamruzzaman M. M. I. Shovon Gene Louis Kim 17 2 0 05 Nov 2023
Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding Yuqi Wang Zeqiang Wang Wei Wang Qi Chen Kaizhu Huang Anh Nguyen Suparna De MedIm 30 2 0 31 Oct 2023
Jina Embeddings 2: 8192-Token General-Purpose Text Embeddings for Long Documents Michael Gunther Jackmin Ong Isabelle Mohr Alaeddine Abdessalem Tanguy Abel ... Saba Sturua Bo Wang Maximilian Werk Nan Wang Han Xiao RALM 27 58 0 30 Oct 2023
Language Models Hallucinate, but May Excel at Fact Verification Jian Guan Jesse Dodge David Wadden Minlie Huang Hao Peng LRM HILM 40 28 0 23 Oct 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
From Static to Dynamic: A Continual Learning Framework for Large Language Models Mingzhe Du A. Luu Bin Ji See-kiong Ng 11 2 0 22 Oct 2023
The Perils & Promises of Fact-checking with Large Language Models Dorian Quelle Alexandre Bovet 28 20 0 20 Oct 2023
Large Language Models Help Humans Verify Truthfulness -- Except When They Are Convincingly Wrong Chenglei Si Navita Goyal Sherry Tongshuang Wu Chen Zhao Shi Feng Hal Daumé Jordan L. Boyd-Graber LRM 47 39 0 19 Oct 2023
FactCHD: Benchmarking Fact-Conflicting Hallucination Detection Xiang Chen Duanzheng Song Honghao Gui Chengxi Wang Ningyu Zhang Jiang Yong Yan Zhang Chengfei Lv Dan Zhang Huajun Chen HILM 35 14 0 18 Oct 2023
Quantifying Self-diagnostic Atomic Knowledge in Chinese Medical Foundation Model: A Computational Analysis Yaxin Fan Feng Jiang Benyou Wang Peifeng Li Haizhou Li 21 1 0 18 Oct 2023
EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification Huanhuan Ma Weizhi Xu Yifan Wei Liuji Chen Liang Wang Qiang Liu Shu Wu Liang Wang 32 14 0 15 Oct 2023
EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval Ramnath Kumar Anshul Mittal Nilesh Gupta Aditya Kusupati Inderjit Dhillon Prateek Jain 41 0 0 13 Oct 2023
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators Liang Chen Yang Deng Yatao Bian Zeyu Qin Bingzhe Wu Tat-Seng Chua Kam-Fai Wong HILM ELM 65 43 0 11 Oct 2023
Self-Knowledge Guided Retrieval Augmentation for Large Language Models Yile Wang Peng Li Maosong Sun Yang Liu RALM KELM 29 42 0 08 Oct 2023
Exploring the evolution of research topics during the COVID-19 pandemic Francesco Invernici Anna Bernasconi S. Ceri 28 5 0 05 Oct 2023
Unlocking Model Insights: A Dataset for Automated Model Card Generation Shruti Singh Hitesh Lodwal Husain Malwat Rakesh Thakur Mayank Singh SyDa 24 3 0 22 Sep 2023
Investigating Zero- and Few-shot Generalization in Fact Verification Liangming Pan Yunxiang Zhang Min-Yen Kan 15 6 0 18 Sep 2023
Fin-Fact: A Benchmark Dataset for Multimodal Financial Fact Checking and Explanation Generation Aman Rangapur Haoran Wang Ling Jian Kai Shu 33 14 0 15 Sep 2023
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets Orion Weller Kyle Lo David Wadden Dawn J Lawrie Benjamin Van Durme Arman Cohan Luca Soldaini 49 19 0 15 Sep 2023
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking Juraj Vladika Phillip Schneider Florian Matthes 24 11 0 15 Sep 2023
Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences S. Koneru Jian Wu Sarah Rajtmajer 29 9 0 07 Sep 2023
Benchmarking the Generation of Fact Checking Explanations Daniel Russo Serra Sinem Tekiroğlu Marco Guerini 27 17 0 29 Aug 2023
Through the Lens of Core Competency: Survey on Evaluation of Large Language Models Ziyu Zhuang Qiguang Chen Longxuan Ma Mingda Li Yi Han Yushan Qian Haopeng Bai Zixian Feng Weinan Zhang Ting Liu ELM 26 9 0 15 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
Approximating Human-Like Few-shot Learning with GPT-based Compression C.-Y. Huang Yuqing Xie Zhiying Jiang Jimmy J. Lin Ming Li 30 9 0 14 Aug 2023
Improving Domain-Specific Retrieval by NLI Fine-Tuning Roman Dusek A. Wawer Christopher Galias Lidia Wojciechowska 33 1 0 06 Aug 2023
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval Nandan Thakur Kexin Wang Iryna Gurevych Jimmy J. Lin 32 3 0 19 Jul 2023
Dense Retrieval Adaptation using Target Domain Description Helia Hashemi Yong Zhuang Sachith Sri Ram Kothur Srivas Prasad Edgar Meij W. Bruce Croft VLM 16 9 0 06 Jul 2023
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval Qiao Jin Won Kim Qingyu Chen Donald C. Comeau Lana Yeganova John Wilbur Zhiyong Lu LM&MA MedIm 22 101 0 02 Jul 2023
SciMRC: Multi-perspective Scientific Machine Reading Comprehension Xiao Zhang Heqi Zheng Yuxiang Nie Heyan Huang Xian-Ling Mao 47 1 0 25 Jun 2023
Good Data, Large Data, or No Data? Comparing Three Approaches in Developing Research Aspect Classifiers for Biomedical Papers S. Chandrasekhar Huang Chieh-Yang Ting-Hao 'Kenneth' Huang 29 2 0 07 Jun 2023
Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training Yibin Lei Liang Ding Yu Cao Changtong Zan Andrew Yates Dacheng Tao SSL 8 19 0 05 Jun 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 23 5 0 05 Jun 2023
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language Konrad Wojtasik Vadim Shishkin Kacper Wolowiec Arkadiusz Janz Maciej Piasecki 26 10 0 31 May 2023
Check-COVID: Fact-Checking COVID-19 News Claims with Scientific Evidence Gengyu Wang Kate Harwood Lawrence Chillrud Amith Ananthram Melanie Subbiah Kathleen McKeown HILM 21 22 0 29 May 2023
Scientific Fact-Checking: A Survey of Resources and Approaches Juraj Vladika Florian Matthes HILM 40 42 0 26 May 2023
Give Me More Details: Improving Fact-Checking with Latent Retrieval Xuming Hu Guan-Huei Wu Zhijiang Guo Philip S. Yu HILM 42 4 0 25 May 2023
SciFix: Outperforming GPT3 on Scientific Factual Error Correction D. Ashok Atharva Kulkarni Hai Pham Barnabas Poczos 30 1 0 24 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 86 607 0 23 May 2023
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding Yu Zhang Hao Cheng Zhihong Shen Xiaodong Liu Yejiang Wang Jianfeng Gao 32 14 0 23 May 2023
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media Kung-Hsiang Huang Hou Pong Chan Kathleen McKeown Heng Ji 39 1 0 23 May 2023
Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations Lucy Lu Wang Yulia Otmakhova Jay DeYoung Thinh Hung Truong Bailey Kuehl Erin Bransom Byron C. Wallace 113 20 0 23 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 44 24 0 22 May 2023
AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web M. Schlichtkrull Zhijiang Guo Andreas Vlachos 21 64 0 22 May 2023