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
A Dataset for Evaluating LLM-based Evaluation Functions for Research Question Extraction Task Yuya Fujisaki Shiro Takagi Hideki Asoh Wataru Kumagai 28 0 0 10 Sep 2024
Language agents achieve superhuman synthesis of scientific knowledge Michael D. Skarlinski Sam Cox Jon M. Laurent James D. Braza Michaela M. Hinks M. Hammerling Manvitha Ponnapati Samuel G. Rodriques Andrew D. White ELM HILM ALM 41 31 0 10 Sep 2024
Logically Consistent Language Models via Neuro-Symbolic Integration Diego Calanzone Stefano Teso Antonio Vergari LRM 76 6 0 09 Sep 2024
Generating Media Background Checks for Automated Source Critical Reasoning Michael Schlichtkrull 32 3 0 01 Sep 2024
LoraMap: Harnessing the Power of LoRA Connections Hyeryun Park Jeongwon Kwak Dongsuk Jang Sumin Park Jinwook Choi MoMe 33 0 0 29 Aug 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 52 8 0 26 Aug 2024
A Course Shared Task on Evaluating LLM Output for Clinical Questions Yufang Hou Thy Thy Tran Doan Nam Long Vu Yiwen Cao Kai Li Lukas Rohde Iryna Gurevych LM&MA ELM 27 0 0 31 Jul 2024
Enabling Contextual Soft Moderation on Social Media through Contrastive Textual Deviation Pujan Paudel Mohammad Hammas Saeed Rebecca Auger Chris Wells Gianluca Stringhini 75 1 0 30 Jul 2024
Robust Claim Verification Through Fact Detection Nazanin Jafari James Allan 47 1 0 25 Jul 2024
Scientific QA System with Verifiable Answers Adela Ljajić Milos Kosprdic Bojana Bašaragin Darija Medvecki Lorenzo Cassano Nikola Milosevic 31 1 0 16 Jul 2024
Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches Islam Eldifrawi Shengrui Wang Amine Trabelsi 49 8 0 09 Jul 2024
BM25S: Orders of magnitude faster lexical search via eager sparse scoring Xing Han Lù 33 32 0 04 Jul 2024
Generative Large Language Models in Automated Fact-Checking: A Survey Ivan Vykopal Matúš Pikuliak Simon Ostermann Marian Simko HILM 38 5 0 02 Jul 2024
VERISCORE: Evaluating the factuality of verifiable claims in long-form text generation Yixiao Song Yekyung Kim Mohit Iyyer HILM 40 28 0 27 Jun 2024
One Thousand and One Pairs: A "novel" challenge for long-context language models Marzena Karpinska Katherine Thai Kyle Lo Tanya Goyal Mohit Iyyer LRM 43 41 0 24 Jun 2024
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More? Jinhyuk Lee Anthony Chen Zhuyun Dai Dheeru Dua Devendra Singh Sachan ... Jeremy R. Cole Sebastian Riedel Iftekhar Naim Ming-Wei Chang Kelvin Guu RALM LRM 58 31 0 19 Jun 2024
More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play Wichayaporn Wongkamjan Feng Gu Yanze Wang Ulf Hermjakob Jonathan May Brandon M. Stewart Jonathan K. Kummerfeld Denis Peskoff Jordan L. Boyd-Graber 53 3 0 07 Jun 2024
Missci: Reconstructing Fallacies in Misrepresented Science Max Glockner Yufang Hou Preslav Nakov Iryna Gurevych 40 4 0 05 Jun 2024
A Bi-metric Framework for Fast Similarity Search Haike Xu Sandeep Silwal Piotr Indyk FedML 39 0 0 05 Jun 2024
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration Sunhao Dai Weihao Liu Yuqi Zhou Liang Pang Rongju Ruan Gang Wang Zhenhua Dong Jun Xu Jirong Wen 54 8 0 26 May 2024
DocReLM: Mastering Document Retrieval with Language Model Gengchen Wei Xinle Pang Tianning Zhang Yu Sun Xun Qian Chen Lin Han-Sen Zhong Wanli Ouyang RALM 40 0 0 19 May 2024
INDUS: Effective and Efficient Language Models for Scientific Applications Bishwaranjan Bhattacharjee Aashka Trivedi Masayasu Muraoka Muthukumaran Ramasubramanian Takuma Udagawa ... Peter W. J. Staar S. Vahidinia Ryan McGranaghan A. Mehrabian Tsendgar Lee AI4CE 38 5 0 17 May 2024
Multi-Evidence based Fact Verification via A Confidential Graph Neural Network Yuqing Lan Zhenghao Liu Yu Gu Xiaoyuan Yi Xiaohua Li Liner Yang Ge Yu 45 0 0 17 May 2024
What Can Natural Language Processing Do for Peer Review? Ilia Kuznetsov Osama Mohammed Afzal Koen Dercksen Nils Dycke Alexander Goldberg ... Jingyan Wang Xiaodan Zhu Anna Rogers Nihar B. Shah Iryna Gurevych 38 11 0 10 May 2024
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers Ran Xu Wenqi Shi Yue Yu Yuchen Zhuang Yanqiao Zhu M. D. Wang Joyce C. Ho Chao Zhang Carl Yang LM&MA 40 19 0 29 Apr 2024
Minimal Evidence Group Identification for Claim Verification Xiangci Li Sihao Chen Rajvi Kapadia Jessica Ouyang Fan Zhang 24 3 0 24 Apr 2024
Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions Soumyadeep Roy A. Khatua Fatemeh Ghoochani Uwe Hadler Wolfgang Nejdl Niloy Ganguly ELM LM&MA 46 8 0 20 Apr 2024
Towards Logically Consistent Language Models via Probabilistic Reasoning Diego Calanzone Stefano Teso Antonio Vergari LRM HILM 39 2 0 19 Apr 2024
Generalized Contrastive Learning for Multi-Modal Retrieval and Ranking Tianyu Zhu M. Jung Jesse Clark 91 1 0 12 Apr 2024
Towards a Framework for Evaluating Explanations in Automated Fact Verification Neema Kotonya Francesca Toni 37 5 0 29 Mar 2024
Fact Checking Beyond Training Set Payam Karisani Heng Ji KELM 40 0 0 27 Mar 2024
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification Ekaterina Fadeeva Aleksandr Rubashevskii Artem Shelmanov Sergey Petrakov Haonan Li ... Gleb Kuzmin Alexander Panchenko Timothy Baldwin Preslav Nakov Maxim Panov HILM 45 41 0 07 Mar 2024
HaluEval-Wild: Evaluating Hallucinations of Language Models in the Wild Zhiying Zhu Yiming Yang Zhiqing Sun HILM VLM 49 14 0 07 Mar 2024
LLM-Oriented Retrieval Tuner Si Sun Hanqing Zhang Zhiyuan Liu Jie Bao Dawei Song RALM 44 0 0 04 Mar 2024
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish R. Çekinel Pinar Senkul Çağrı Çöltekin 29 1 0 01 Mar 2024
IR2: Information Regularization for Information Retrieval Jianyou Wang Kaicheng Wang Xiaoyue Wang Weili Cao R. Paturi Leon Bergen 46 1 0 25 Feb 2024
BIRCO: A Benchmark of Information Retrieval Tasks with Complex Objectives Xiaoyue Wang Jianyou Wang Weili Cao Kaicheng Wang R. Paturi Leon Bergen 37 6 0 21 Feb 2024
Benchmarking Retrieval-Augmented Generation for Medicine Guangzhi Xiong Qiao Jin Zhiyong Lu Aidong Zhang RALM 85 158 0 20 Feb 2024
Understanding Fine-grained Distortions in Reports of Scientific Findings Amelie Wuhrl Dustin Wright Roman Klinger Isabelle Augenstein 35 3 0 19 Feb 2024
Verif.ai: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable Answers Milos Kosprdic Adela Ljajić Bojana Bašaragin Darija Medvecki Nikola Milosevic 17 3 0 09 Feb 2024
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification Juraj Vladika Florian Matthes 31 5 0 05 Feb 2024
Nomic Embed: Training a Reproducible Long Context Text Embedder Zach Nussbaum John X. Morris Brandon Duderstadt Andriy Mulyar 27 100 0 02 Feb 2024
MAPLE: Micro Analysis of Pairwise Language Evolution for Few-Shot Claim Verification Xia Zeng A. Zubiaga 49 5 0 29 Jan 2024
MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries Yixuan Tang Yi Yang RALM 41 82 0 27 Jan 2024
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval Siwei Wu Yizhi Li Kang Zhu Ge Zhang Yiming Liang ... Wenhu Chen Wenhao Huang Noura Al Moubayed Jie Fu Chenghua Lin 46 12 0 24 Jan 2024
Fine-grained Hallucination Detection and Editing for Language Models Abhika Mishra Akari Asai Vidhisha Balachandran Yizhong Wang Graham Neubig Yulia Tsvetkov Hannaneh Hajishirzi HILM 37 79 0 12 Jan 2024
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning Yutao Zhu Peitian Zhang Chenghao Zhang Yifei Chen Binyu Xie Zheng Liu Ji-Rong Wen Zhicheng Dou 21 15 0 12 Jan 2024
The Critique of Critique Shichao Sun Junlong Li Weizhe Yuan Ruifeng Yuan Wenjie Li Pengfei Liu ELM 40 0 0 09 Jan 2024
The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models Junyi Li Jie Chen Ruiyang Ren Xiaoxue Cheng Wayne Xin Zhao Jian-Yun Nie Ji-Rong Wen HILM 43 44 0 06 Jan 2024
Pipeline and Dataset Generation for Automated Fact-checking in Almost Any Language Jan Drchal Herbert Ullrich Tomás Mlynár Václav Moravec HILM 34 1 0 15 Dec 2023