AlignScore: Evaluating Factual Consistency with a Unified Alignment Function

26 May 2023

Papers citing "AlignScore: Evaluating Factual Consistency with a Unified Alignment Function"

45 / 45 papers shown

Title
Reranking-based Generation for Unbiased Perspective Summarization Narutatsu Ri Nicholas Deas Kathleen McKeown OffRL 10 0 0 19 Jun 2025
Re-Initialization Token Learning for Tool-Augmented Large Language Models Chenghao Li Liu Liu B. Yu Jiayan Qiu Yibing Zhan LLMAG CLL KELM 38 0 0 17 Jun 2025
CLATTER: Comprehensive Entailment Reasoning for Hallucination Detection Ron Eliav Arie Cattan Eran Hirsch Shahaf Bassan Elias Stengel-Eskin Mohit Bansal Ido Dagan LRM 81 0 0 05 Jun 2025
A Dataset for Addressing Patient's Information Needs related to Clinical Course of Hospitalization Sarvesh Soni Dina Demner-Fushman 116 3 0 04 Jun 2025
QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering A. Tang Xiuzhen Zhang M. Dinh Zhuang Li RALM 60 0 0 04 Jun 2025
Shaking to Reveal: Perturbation-Based Detection of LLM Hallucinations Jinyuan Luo Zhen Fang Yixuan Li Seongheon Park Ling Chen AAML HILM 52 0 0 03 Jun 2025
Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages Hyangsuk Min Yuho Lee Minjeong Ban Jiaqi Deng Nicole Hee-Yeon Kim Taewon Yun Hang Su Jason (Jinglun) Cai Hwanjun Song ELM 20 0 0 31 May 2025
VeriTrail: Closed-Domain Hallucination Detection with Traceability Dasha Metropolitansky Jonathan Larson HILM 56 0 0 27 May 2025
Faithfulness-Aware Uncertainty Quantification for Fact-Checking the Output of Retrieval Augmented Generation Ekaterina Fadeeva Aleksandr Rubashevskii Roman Vashurin Shehzaad Dhuliawala Artem Shelmanov Timothy Baldwin Preslav Nakov Mrinmaya Sachan Maxim Panov HILM 69 0 0 27 May 2025
Retrieval Augmented Generation-based Large Language Models for Bridging Transportation Cybersecurity Legal Knowledge Gaps Khandakar Ashrafi Akbar Md Nahiyan Uddin Latifur Khan Trayce Hockstad Mizanur Rahman M. Chowdhury B. Thuraisingham AILaw RALM 242 0 0 23 May 2025
Long-Form Information Alignment Evaluation Beyond Atomic Facts Danna Zheng Mirella Lapata Jeff Z. Pan HILM 70 0 0 21 May 2025
LEXam: Benchmarking Legal Reasoning on 340 Law Exams Yu Fan Jingwei Ni Jakob Merane Etienne Salimbeni Yang Tian ... Mrinmaya Sachan Alexander Stremitzer Christoph Engel Elliott Ash Joel Niklaus AILaw ELM 126 0 0 19 May 2025
Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards Manveer Singh Tamber F. S. Bao Chenyu Xu Ge Luo Suleman Kazi Minseok Bae Miaoran Li Ofer Mendelevitch Renyi Qu Jimmy J. Lin VLM 68 1 0 07 May 2025
RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation Aviv Slobodkin Hagai Taitelbaum Yonatan Bitton Brian Gordon Michal Sokolik Nitzan Bitton-Guetta Almog Gueta Royi Rassin Itay Laish Dani Lischinski EGVM VGen 101 0 0 24 Apr 2025
Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results Andrea Santilli Adam Goliñski Michael Kirchhof Federico Danieli Arno Blaas Miao Xiong Luca Zappella Sinead Williamson 67 3 0 18 Apr 2025
Unequal Opportunities: Examining the Bias in Geographical Recommendations by Large Language Models Shiran Dudy Thulasi Tholeti R. Ramachandranpillai Muhammad Ali Toby Jia-Jun Li Ricardo Baeza-Yates 115 1 0 16 Mar 2025
Leveraging Retrieval Augmented Generative LLMs For Automated Metadata Description Generation to Enhance Data Catalogs Mayank Singh Abhijeet Kumar Sasidhar Donaparthi Gayatri Karambelkar 119 0 0 12 Mar 2025
GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking Yingjian Chen Haoran Liu Yinhong Liu Rui Yang Han Yuan ... Pengyuan Zhou Peng Yuan Zhou Qingyu Chen James Caverlee Irene Li HILM 133 0 0 23 Feb 2025
Position: Beyond Assistance - Reimagining LLMs as Ethical and Adaptive Co-Creators in Mental Health Care Abeer Badawi Md Tahmid Rahman Laskar J. Huang Shaina Raza Elham Dolatabadi AI4MH 55 0 0 21 Feb 2025
Investigating the Impact of Quantization Methods on the Safety and Reliability of Large Language Models Artyom Kharinaev Viktor Moskvoretskii Egor Shvetsov Kseniia Studenikina Bykov Mikhail Evgeny Burnaev MQ 96 0 0 18 Feb 2025
Evaluating Step-by-step Reasoning Traces: A Survey Jinu Lee Julia Hockenmaier LRM ELM 153 2 0 17 Feb 2025
MIH-TCCT: Mitigating Inconsistent Hallucinations in LLMs via Event-Driven Text-Code Cyclic Training Xinxin You Xien Liu Qixin Sun Huan Zhang Kaiyin Zhou Shaohui Liu Guoping Hu Shijin Wang Si Liu Ji Wu 182 0 0 13 Feb 2025
Context-Aware Hierarchical Merging for Long Document Summarization Litu Ou Mirella Lapata MoMe 535 1 0 03 Feb 2025
Beyond correlation: The Impact of Human Uncertainty in Measuring the Effectiveness of Automatic Evaluation and LLM-as-a-Judge Aparna Elangovan Jongwoo Ko Lei Xu Mahsa Elyasi Ling Liu S. Bodapati Dan Roth 125 6 0 28 Jan 2025
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity T. Y. S. S. Santosh Chen Jia Patrick Goroncy Matthias Grabmair AILaw 98 1 0 23 Jan 2025
Lived Experience Not Found: LLMs Struggle to Align with Experts on Addressing Adverse Drug Reactions from Psychiatric Medication Use Mohit Chandra Siddharth Sriraman Gaurav Verma Harneet Singh Khanuja Jose Suarez Campayo Zihang Li Michael L. Birnbaum M. D. Choudhury AI4MH 109 7 0 08 Jan 2025
Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models Jeonghwan Kim Heng Ji MLLM 106 2 0 08 Jan 2025
SummExecEdit: A Factual Consistency Benchmark in Summarization with Executable Edits Onkar Thorat Philippe Laban Chien-Sheng Wu HILM 152 1 0 17 Dec 2024
Retrieval-Augmented Generation with Estimation of Source Reliability Jeongyeon Hwang Junyoung Park Hyejin Park Dongwoo Kim Sangdon Park Jungseul Ok RALM 98 1 0 30 Oct 2024
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs F. S. Bao Miaoran Li Renyi Qu Ge Luo Erana Wan ... Ruixuan Tu Chenyu Xu Matthew Gonzales Ofer Mendelevitch Amin Ahmad VLM HILM 89 7 0 17 Oct 2024
A Little Human Data Goes A Long Way Dhananjay Ashok Jonathan May SyDa 120 4 0 17 Oct 2024
Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance? Qisheng Hu Quanyu Long Wenya Wang 405 9 0 17 Oct 2024
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge Han Wang Archiki Prasad Elias Stengel-Eskin Joey Tianyi Zhou 161 11 0 11 Sep 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 181 11 0 26 Aug 2024
STORYSUMM: Evaluating Faithfulness in Story Summarization Melanie Subbiah Faisal Ladhak Akankshya Mishra Griffin Adams Lydia B. Chilton Kathleen McKeown 136 4 0 09 Jul 2024
Learning to Refine with Fine-Grained Natural Language Feedback Manya Wadhwa Xinyu Zhao Junyi Jessy Li Greg Durrett 92 16 0 02 Jul 2024
PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection Jooyoung Lee Toshini Agrawal Adaku Uchendu Thai V. Le Jinghui Chen Dongwon Lee 183 1 0 24 Jun 2024
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph Roman Vashurin Ekaterina Fadeeva Artem Vazhentsev Akim Tsvigun Daniil Vasilev ... Timothy Baldwin Timothy Baldwin Preslav Nakov Maxim Panov Artem Shelmanov HILM 179 28 0 21 Jun 2024
FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering Tianchi Cai Zhiwen Tan Xierui Song Tao Sun Jiyan Jiang Yunqi Xu Yinger Zhang Jinjie Gu 80 7 0 19 Jun 2024
Detecting Response Generation Not Requiring Factual Judgment Ryohei Kamei Daiki Shiono Reina Akama Jun Suzuki HILM 57 0 0 14 Jun 2024
WisPerMed at "Discharge Me!": Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV Hendrik Damm T. M. G. Pakull Bahadir Eryilmaz Helmut Becker Ahmad Idrissi-Yaghir Henning Schafer Sergej Schultenkämper Christoph M. Friedrich 69 3 0 18 May 2024
A Survey of Automatic Hallucination Evaluation on Natural Language Generation Siya Qi Yulan He Yulan He Zheng Yuan LRM HILM 99 1 0 18 Apr 2024
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art Neeloy Chakraborty Melkior Ornik Katherine Driggs-Campbell LRM 241 12 0 25 Mar 2024
LLMs with Industrial Lens: Deciphering the Challenges and Prospects -- A Survey Ashok Urlana Charaka Vinayak Kumar Ajeet Kumar Singh B. Garlapati S. Chalamala Rahul Mishra 122 8 0 22 Feb 2024
ULMA: Unified Language Model Alignment with Human Demonstration and Point-wise Preference Tianchi Cai Xierui Song Jiyan Jiang Fei Teng Jinjie Gu Guannan Zhang ALM 80 5 0 05 Dec 2023