FEVER: a large-scale dataset for Fact Extraction and VERification

14 March 2018

James Thorne

Andreas Vlachos

Christos Christodoulopoulos

Arpit Mittal

HILM

ArXiv PDF HTML

Papers citing "FEVER: a large-scale dataset for Fact Extraction and VERification"

50 / 309 papers shown

Title
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Jiashuo Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 31 0 0 12 May 2025
Computational Fact-Checking of Online Discourse: Scoring scientific accuracy in climate change related news articles Tim Wittenborg Constantin Sebastian Tremel M. Stocker Sören Auer 19 0 0 12 May 2025
Detecting Manipulated Contents Using Knowledge-Grounded Inference Mark Huasong Meng Ruizhe Wang Meng Xu Chuan Yan Guangdong Bai 45 0 0 29 Apr 2025
BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese Peilin Zhou Bruce Leon Xiang Ying C. Zhang Yifan Shao ... Sixin Hong J. Ren Jian Chen Chao-Hong Liu Yining Hua RALM ELM LRM 50 0 0 27 Apr 2025
CSPLADE: Learned Sparse Retrieval with Causal Language Models Zhichao Xu Aosong Feng Yijun Tian Haibo Ding Lin Leee Cheong RALM 42 0 0 15 Apr 2025
Leveraging LLMs for Utility-Focused Annotation: Reducing Manual Effort for Retrieval and RAG Hengran Zhang Minghao Tang Keping Bi J. Guo Shihao Liu Daiting Shi Dawei Yin Xueqi Cheng 19 0 0 07 Apr 2025
Unleashing the Power of LLMs in Dense Retrieval with Query Likelihood Modeling Hengran Zhang Keping Bi J. Guo Xiaojie Sun Shihao Liu Daiting Shi Dawei Yin Xueqi Cheng RALM 141 0 0 07 Apr 2025
GRASP: Municipal Budget AI Chatbots for Enhancing Civic Engagement Jerry Xu Justin Wang Joley Leung Jasmine Gu 52 0 0 30 Mar 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction Lu Dai Yijie Xu Jinhui Ye Hao Liu Hui Xiong 3DV RALM 83 2 0 03 Mar 2025
SemViQA: A Semantic Question Answering System for Vietnamese Information Fact-Checking Nam V. Nguyen Dien X. Tran Thanh T. Tran Anh T. Hoang Tai V. Duong Di T. Le Phuc-Lu Le 42 0 0 02 Mar 2025
Self-Memory Alignment: Mitigating Factual Hallucinations with Generalized Improvement Siyuan Zhang Y. Zhang Yinpeng Dong Hang Su HILM KELM 191 0 0 26 Feb 2025
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models Hongzhan Lin Yang Deng Yuxuan Gu Wenxuan Zhang Jing Ma See-Kiong Ng Tat-Seng Chua LLMAG KELM HILM 68 0 0 25 Feb 2025
LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking Preferences Sijia Yao Pengcheng Huang Zhenghao Liu Yu Gu Yukun Yan S. Yu Ge Yu RALM 41 0 0 24 Feb 2025
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models Zhenyu Pan Haozheng Luo Manling Li Han Liu LRM 53 14 0 24 Feb 2025
Beyond Translation: LLM-Based Data Generation for Multilingual Fact-Checking Yi-Ling Chung Aurora Cobo Pablo Serna SyDa HILM 63 0 0 24 Feb 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Abdelrahman Abdallah Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt 92 1 0 21 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
Language Models Can Predict Their Own Behavior Dhananjay Ashok Jonathan May ReLM AI4TS LRM 63 0 0 18 Feb 2025
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation Hieu Nguyen Zihao He Shoumik Atul Gandre Ujjwal Pasupulety Sharanya Kumari Shivakumar Kristina Lerman HILM 59 1 0 16 Feb 2025
Bag of Tricks for Inference-time Computation of LLM Reasoning Fan Liu Wenshuo Chao Naiqiang Tan Hao Liu OffRL LRM 79 3 0 11 Feb 2025
FactIR: A Real-World Zero-shot Open-Domain Retrieval Benchmark for Fact-Checking Venktesh V Vinay Setty HILM 54 0 0 09 Feb 2025
Reinforced Lifelong Editing for Language Models Zherui Li Houcheng Jiang Hao Chen Baolong Bi Zhenhong Zhou Fei Sun Fan Zhang Qing Guo KELM 56 5 0 09 Feb 2025
Self-Rationalization in the Wild: A Large Scale Out-of-Distribution Evaluation on NLI-related tasks Jing Yang Max Glockner Anderson de Rezende Rocha Iryna Gurevych LRM 73 1 0 07 Feb 2025
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains Ran Xu Hui Liu Sreyashi Nag Zhenwei Dai Yaochen Xie ... Chen Luo Yang Li Joyce C. Ho Carl Yang Qi He RALM 73 8 0 28 Jan 2025
NL2KQL: From Natural Language to Kusto Query Amir H. Abdi Xinye Tang Jeremias Eichelbaum Mahan Das Alex Klein ... William Blum Daniel L Mace Tanvi Raja Namrata Padmanabhan Ye Xing 74 2 0 20 Jan 2025
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems Robert Friel Masha Belyi Atindriyo Sanyal 82 19 0 17 Jan 2025
Parallel Key-Value Cache Fusion for Position Invariant RAG Philhoon Oh Jinwoo Shin James Thorne 3DV 155 0 0 13 Jan 2025
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks Shengbin Yue Siyuan Wang Wei Chen Xuanjing Huang Zhongyu Wei LLMAG 80 9 0 03 Jan 2025
LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models Hieu Man Nghia Trung Ngo Viet Dac Lai Ryan Rossi Franck Dernoncourt T. Nguyen 160 0 0 01 Jan 2025
GME: Improving Universal Multimodal Retrieval by Multimodal LLMs Xin Zhang Yanzhao Zhang Wen Xie Mingxin Li Ziqi Dai Dingkun Long Pengjun Xie Meishan Zhang Wenjie Li M. Zhang 116 8 0 22 Dec 2024
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts Tobias Braun Mark Rothermel Marcus Rohrbach Anna Rohrbach 87 1 0 13 Dec 2024
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning Amy Xin Jinxin Liu Zijun Yao Zhicheng Li S. Cao Lei Hou Juanzi Li LRM 89 1 0 25 Nov 2024
Addressing Hallucinations in Language Models with Knowledge Graph Embeddings as an Additional Modality Viktoriia Chekalina Anton Razzigaev Elizaveta Goncharova Andrey Kuznetsov KELM 71 0 0 18 Nov 2024
FactLens: Benchmarking Fine-Grained Fact Verification Kushan Mitra Dan Zhang Sajjadur Rahman Estevam R. Hruschka HILM 42 1 0 08 Nov 2024
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs Sheng-Chieh Lin Chankyu Lee M. Shoeybi Jimmy J. Lin Bryan Catanzaro Ming-Yu Liu 67 10 0 04 Nov 2024
E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented Generation Yun Jiang Zilong Xie Wei Zhang Yun Fang Shuai Pan RALM 149 0 0 01 Nov 2024
Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Boxing Chen Sarath Chandar 53 0 0 22 Oct 2024
ChronoFact: Timeline-based Temporal Fact Verification Anab Maulana Barik W. Hsu M. Lee HILM 33 0 0 19 Oct 2024
Efficient Annotator Reliability Assessment and Sample Weighting for Knowledge-Based Misinformation Detection on Social Media Owen Cook Charlie Grimshaw Ben Wu Sophie Dillon Jack Hicks Luke Jones Thomas Smith Matyas Szert Xingyi Song 24 1 0 18 Oct 2024
MedINST: Meta Dataset of Biomedical Instructions Wenhan Han Meng Fang Zihan Zhang Yu Yin Zirui Song Ling-Hao Chen Mykola Pechenizkiy Qingyu Chen LM&MA 33 1 0 17 Oct 2024
Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models Jiatao Li Xinyu Hu Xunjian Yin Xiaojun Wan RALM 53 0 0 17 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 84 1 0 09 Oct 2024
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers Shijie Chen Bernal Jiménez Gutiérrez Yu Su 31 4 0 03 Oct 2024
Cost-Effective Hallucination Detection for LLMs Simon Valentin Jinmiao Fu Gianluca Detommaso Shaoyuan Xu Giovanni Zappella Bryan Wang HILM 42 4 0 31 Jul 2024
Improving Retrieval Augmented Language Model with Self-Reasoning Yuan Xia Jingbo Zhou Zhenhui Shi Jun Chen Hai-ting Huang AIFin LRM ReLM KELM 50 8 0 29 Jul 2024
FarFetched: Entity-centric Reasoning and Claim Validation for the Greek Language based on Textually Represented Environments D. Papadopoulos Katerina Metropoulou N. Matsatsinis N. Papadakis LRM 27 3 0 13 Jul 2024
Evaluating Human Alignment and Model Faithfulness of LLM Rationale Mohsen Fayyaz Fan Yin Jiao Sun Nanyun Peng 65 3 0 28 Jun 2024
PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers Myeonghwa Lee Seonho An Min-Soo Kim 3DV RALM 39 18 0 18 Jun 2024
MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language Models Shengkang Wang Hongzhan Lin Ziyang Luo Zhen Ye Guang Chen Jing Ma 68 3 0 17 Jun 2024
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs Xuannan Liu Zekun Li Peipei Li Shuhan Xia Xing Cui Linzhi Huang Huaibo Huang Weihong Deng Zhaofeng He 41 13 0 13 Jun 2024