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
LightRetriever: A LLM-based Hybrid Retrieval Architecture with 1000x Faster Query Inference Guangyuan Ma Yongliang Ma Xuanrui Gou Zhenpeng Su Ming Zhou Songlin Hu RALM 17 0 0 18 May 2025
When AI Co-Scientists Fail: SPOT-a Benchmark for Automated Verification of Scientific Research Guijin Son Jiwoo Hong Honglu Fan Heejeong Nam Hyunwoo Ko ... Jinyeop Song Jinha Choi Gonçalo Paulo Youngjae Yu Stella Biderman 7 0 0 17 May 2025
LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations Yile Wang Zhanyu Shen Hui Huang 29 0 0 15 May 2025
TIFIN India at SemEval-2025: Harnessing Translation to Overcome Multilingual IR Challenges in Fact-Checked Claim Retrieval Prasanna Devadiga Arya Suneesh Pawan Kumar Rajpoot Bharatdeep Hazarika Aditya U Baliga 32 0 0 23 Apr 2025
Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion Yejun Yoon Jaeyoon Jung Seunghyun Yoon Kunwoo Park 27 0 0 19 Apr 2025
A Scoping Review of Natural Language Processing in Addressing Medically Inaccurate Information: Errors, Misinformation, and Hallucination Zhaoyi Sun Wen-wai Yim Özlem Uzuner Fei Xia Meliha Yetisgen 42 0 0 16 Apr 2025
CSPLADE: Learned Sparse Retrieval with Causal Language Models Zhichao Xu Aosong Feng Yijun Tian Haibo Ding Lin Leee Cheong RALM 47 0 0 15 Apr 2025
HeteRAG: A Heterogeneous Retrieval-augmented Generation Framework with Decoupled Knowledge Representations Peiru Yang Xintian Li Zhiyang Hu Jiapeng Wang Jinhua Yin ... Lizhi He Shuai Yang Shangguang Wang Yongfeng Huang Tao Qi 28 0 0 12 Apr 2025
Causal Retrieval with Semantic Consideration Hyunseo Shin Wonseok Hwang 33 0 0 07 Apr 2025
Bonsai: Interpretable Tree-Adaptive Grounded Reasoning Kate Sanders Benjamin Van Durme LRM 38 1 0 04 Apr 2025
Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models Yilong Xu Jinhua Gao Xiaoming Yu Yuanhai Xue Baolong Bi Huawei Shen Xueqi Cheng RALM 64 0 0 01 Apr 2025
CLAIMCHECK: How Grounded are LLM Critiques of Scientific Papers? Jiefu Ou William Gantt Walden Kate Sanders Zhengping Jiang Kaiser Sun ... Weiqi Wang Chandler May Hannah Recknor Daniel Khashabi Benjamin Van Durme 54 0 0 27 Mar 2025
SciClaims: An End-to-End Generative System for Biomedical Claim Analysis Raúl Ortega José Manuel Gómez-Pérez 68 1 0 24 Mar 2025
Enhancing Retrieval Systems with Inference-Time Logical Reasoning Felix Faltings Wei Wei Yujia Bao LRM 41 0 0 22 Mar 2025
EqualizeIR: Mitigating Linguistic Biases in Retrieval Models Jiali Cheng Hadi Amiri 41 1 0 22 Mar 2025
The CLEF-2025 CheckThat! Lab: Subjectivity, Fact-Checking, Claim Normalization, and Retrieval Firoj Alam Julia Maria Struß Tanmoy Chakraborty Stefan Dietze Salim Hafid ... Sebastian Schellhammer Vinay Setty Megha Sundriyal Konstantin Todorov Venktesh V 63 0 0 19 Mar 2025
A Graph-based Verification Framework for Fact-Checking Yani Huang Richong Zhang Zhijie Nie Jiacheng Chen Xuefeng Zhang 39 0 0 10 Mar 2025
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation Tiansheng Wen Yifei Wang Zequn Zeng Zhong Peng Yudi Su Xinyang Liu Bo Chen Hongwei Liu Stefanie Jegelka Chenyu You CLL 74 3 0 03 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 77 1 0 03 Mar 2025
BERT-based model for Vietnamese Fact Verification Dataset Bao Tran T. N. Khanh Khang Nguyen Tuong Thien Dang Quang Nguyen Nguyen T. Thinh Vo T. Hung 37 0 0 01 Mar 2025
Rank1: Test-Time Compute for Reranking in Information Retrieval Orion Weller Kathryn Ricci Eugene Yang Andrew Yates Dawn J Lawrie Benjamin Van Durme ReLM AI4TS LRM 130 4 0 25 Feb 2025
Mitigating Bias in RAG: Controlling the Embedder Taeyoun Kim Jacob Mitchell Springer Aditi Raghunathan Maarten Sap 58 1 0 24 Feb 2025
GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking Yingjian Chen Haoran Liu Yinhong Liu Rui Yang Han Yuan Yanran Fu Pengyuan Zhou Qingyu Chen James Caverlee Irene Z Li HILM 50 0 0 23 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
CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking Delvin Ce Zhang Dongwon Lee HILM LRM 72 0 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
Can Cross Encoders Produce Useful Sentence Embeddings? Haritha Ananthakrishnan Julian T Dolby Harsha Kokel Horst Samulowitz Kavitha Srinivas 66 0 0 05 Feb 2025
A Reality Check on Context Utilisation for Retrieval-Augmented Generation Lovisa Hagström Sara Vera Marjanović Haeun Yu Arnav Arora Christina Lioma Maria Maistro Pepa Atanasova Isabelle Augenstein 82 0 0 22 Dec 2024
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 Hao Fei 118 8 0 22 Dec 2024
BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language? Zongmeng Zhang Jinhua Zhu Wengang Zhou Xiang Qi Peng Zhang Yiming Li 70 1 0 19 Nov 2024
Drowning in Documents: Consequences of Scaling Reranker Inference Mathew Jacob Erik Lindgren Matei A. Zaharia Michael Carbin Omar Khattab Andrew Drozdov OffRL 76 4 0 18 Nov 2024
Detecting Reference Errors in Scientific Literature with Large Language Models Tianmai M. Zhang Neil F. Abernethy 23 0 0 09 Nov 2024
FinDVer: Explainable Claim Verification over Long and Hybrid-Content Financial Documents Yilun Zhao Yitao Long Yuru Jiang Chengye Wang Weiyuan Chen Hongjun Liu Yiming Zhang Xiangru Tang Chen Zhao Arman Cohan VLM 35 1 0 08 Nov 2024
Length-Induced Embedding Collapse in Transformer-based Models Yuqi Zhou Sunhao Dai Zhanshuo Cao Xiao Zhang Jun Xu 47 0 0 31 Oct 2024
The Automated Verification of Textual Claims (AVeriTeC) Shared Task M. Schlichtkrull Yulong Chen Chenxi Whitehouse Zhenyun Deng Mubashara Akhtar ... Christos Christodoulopoulos O. Cocarascu Arpit Mittal James Thorne Andreas Vlachos 66 7 0 31 Oct 2024
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval Dae Yon Hwang Bilal Taha Harshit Pande Yaroslav Nechaev SyDa 33 0 0 24 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 29 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
A Little Human Data Goes A Long Way Dhananjay Ashok Jonathan May SyDa 41 2 0 17 Oct 2024
Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence Shangbin Feng Zifeng Wang Yike Wang Sayna Ebrahimi Hamid Palangi ... Nathalie Rauschmayr Yejin Choi Yulia Tsvetkov Chen-Yu Lee Tomas Pfister MoMe 39 3 0 15 Oct 2024
MoDEM: Mixture of Domain Expert Models Toby Simonds Kemal Kurniawan Jey Han Lau MoE 31 1 0 09 Oct 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 68 5 0 07 Oct 2024
Zero-Shot Fact Verification via Natural Logic and Large Language Models Marek Strong Rami Aly Andreas Vlachos LRM 37 0 0 04 Oct 2024
Streamlining Conformal Information Retrieval via Score Refinement Yotam Intrator Ori Kelner Regev Cohen Roman Goldenberg Ehud Rivlin Daniel Freedman 29 0 0 03 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
Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model Nilanjan Sinhababu Andrew Parry Debasis Ganguly D. Samanta Pabitra Mitra 36 3 0 26 Sep 2024
Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval Qiuhai Zeng Zimeng Qiu Dae Yon Hwang Xin He William M. Campbell RALM 29 0 0 24 Sep 2024
Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking Jun Bai Zhuofan Chen Zhenzi Li Hanhua Hong Jianfei Zhang Chen Li Chenghua Lin Wenge Rong 28 0 0 24 Sep 2024
The FIX Benchmark: Extracting Features Interpretable to eXperts Helen Jin Shreya Havaldar Chaehyeon Kim Anton Xue Weiqiu You ... Bhuvnesh Jain Amin Madani M. Sako Lyle Ungar Eric Wong 29 1 0 20 Sep 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 31 2 0 16 Sep 2024