AlignScore: Evaluating Factual Consistency with a Unified Alignment Function

26 May 2023

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

30 / 30 papers shown

Title
Towards Long Context Hallucination Detection Siyi Liu Kishaloy Halder Zheng Qi Wei Xiao Nikolaos Pappas Phu Mon Htut Neha Anna John Yassine Benajiba Dan Roth HILM 73 0 0 28 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 27 0 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 43 0 0 12 Mar 2025
Beyond Translation: LLM-Based Data Generation for Multilingual Fact-Checking Yi-Ling Chung Aurora Cobo Pablo Serna SyDa HILM 58 0 0 24 Feb 2025
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation Song Duong Florian Le Bronnec Alexandre Allauzen Vincent Guigue Alberto Lumbreras Laure Soulier Patrick Gallinari HILM 43 0 0 20 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 83 0 0 13 Feb 2025
Context-Aware Hierarchical Merging for Long Document Summarization Litu Ou Mirella Lapata MoMe 146 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 41 5 0 28 Jan 2025
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity T. Y. S. S. Santosh Chen Jia Patrick Goroncy Matthias Grabmair AILaw 44 1 0 23 Jan 2025
Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance? Qisheng Hu Quanyu Long Wenya Wang 87 5 0 17 Oct 2024
Analysing Zero-Shot Readability-Controlled Sentence Simplification Abdullah Barayan Jose Camacho-Collados Fernando Alva-Manchego 29 1 0 30 Sep 2024
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge Han Wang Archiki Prasad Elias Stengel-Eskin Mohit Bansal 75 5 0 11 Sep 2024
UF-HOBI at "Discharge Me!": A Hybrid Solution for Discharge Summary Generation Through Prompt-based Tuning of GatorTronGPT Models Mengxian Lyu C.A.I. Peng Daniel Paredes Ziyi Chen Aokun Chen Jiang Bian Yonghui Wu 19 2 0 22 Jul 2024
STORYSUMM: Evaluating Faithfulness in Story Summarization Melanie Subbiah Faisal Ladhak Akankshya Mishra Griffin Adams Lydia B. Chilton Kathleen McKeown 34 4 0 09 Jul 2024
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems Philippe Laban Alexander R. Fabbri Caiming Xiong Chien-Sheng Wu RALM 38 41 0 01 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 31 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 Maxim Panov Artem Shelmanov Artem Shelmanov HILM 64 8 0 21 Jun 2024
Factual Dialogue Summarization via Learning from Large Language Models Rongxin Zhu Jey Han Lau Jianzhong Qi HILM 46 1 0 20 Jun 2024
Unlearning Climate Misinformation in Large Language Models Michael Fore Simranjit Singh Chaehong Lee Amritanshu Pandey Antonios Anastasopoulos Dimitrios Stamoulis MU 52 1 0 29 May 2024
TimeChara: Evaluating Point-in-Time Character Hallucination of Role-Playing Large Language Models Jaewoo Ahn Taehyun Lee Junyoung Lim Jin-Hwa Kim Sangdoo Yun Hwaran Lee Gunhee Kim LLMAG HILM 35 12 0 28 May 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 26 3 0 18 May 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 57 9 0 25 Mar 2024
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models Xinpeng Wang Shitong Duan Xiaoyuan Yi Jing Yao Shanlin Zhou Zhihua Wei Peng Zhang Dongkuan Xu Maosong Sun Xing Xie OffRL 33 16 0 07 Mar 2024
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang A. Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 41 519 0 03 Sep 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings Shibo Hao Tianyang Liu Zhen Wang Zhiting Hu RALM LLMAG 35 172 0 19 May 2023
MaskEval: Weighted MLM-Based Evaluation for Text Summarization and Simplification Yu Lu Liu Rachel Bawden Thomas Scaliom Benoît Sagot Jackie C.K. Cheung 28 4 0 24 May 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 211 1,656 0 15 Oct 2021
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark Nouha Dziri Hannah Rashkin Tal Linzen David Reitter ALM 185 79 0 30 Apr 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 215 305 0 27 Apr 2021
GO FIGURE: A Meta Evaluation of Factuality in Summarization Saadia Gabriel Asli Celikyilmaz Rahul Jha Yejin Choi Jianfeng Gao HILM 233 96 0 24 Oct 2020