AlignScore: Evaluating Factual Consistency with a Unified Alignment Function

Annual Meeting of the Association for Computational Linguistics (ACL), 2023

26 May 2023

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

50 / 182 papers shown

Title
Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation Elena V. Epure Yashar Deldjoo Bruno Sguerra Markus Schedl Manuel Moussallam 100 0 0 20 Nov 2025
HEDGE: Hallucination Estimation via Dense Geometric Entropy for VQA with Vision-Language Models Sushant Gautam Michael A. Riegler Pål Halvorsen VLM 150 0 0 16 Nov 2025
Stress Testing Factual Consistency Metrics for Long-Document Summarization Zain Muhammad Mujahid Dustin Wright Isabelle Augenstein HILM 117 0 0 10 Nov 2025
VISTA Score: Verification In Sequential Turn-based Assessment A. Lewis Andrew Perrault Eric Fosler-Lussier Michael White HILM 232 0 0 30 Oct 2025
Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation Alexander Martin William Walden Reno Kriz Dengjia Zhang Kate Sanders Eugene Yang Chihsheng Jin Benjamin Van Durme 76 0 0 28 Oct 2025
Designing and Evaluating Hint Generation Systems for Science Education Anubhav Jangra Smaranda Muresan AI4Ed ELM 216 0 0 24 Oct 2025
ECG-LLM-- training and evaluation of domain-specific large language models for electrocardiography Lara Ahrens Wilhelm Haverkamp Nils Strodthoff 94 0 0 21 Oct 2025
Disparities in Multilingual LLM-Based Healthcare Q&A Ipek Baris Schlicht Burcu Sayin Zhixue Zhao Frederik M. Labonté Cesare Barbera Marco Viviani Paolo Rosso Lucie Flek 71 0 0 20 Oct 2025
A Multilingual, Large-Scale Study of the Interplay between LLM Safeguards, Personalisation, and Disinformation João A. Leite Arnav Arora Silvia Gargova João Luz Gustavo Sampaio Ian Roberts Carolina Scarton Kalina Bontcheva 123 0 0 14 Oct 2025
Enhancing Faithfulness in Abstractive Summarization via Span-Level Fine-Tuning Sicong Huang Qianqi Yan Shengze Wang Ian Lane HILM 125 0 0 10 Oct 2025
Text2Stories: Evaluating the Alignment Between Stakeholder Interviews and Generated User Stories Francesco Dente Fabiano Dalpiaz Paolo Papotti 60 0 0 08 Oct 2025
Exposing Citation Vulnerabilities in Generative Engines Riku Mochizuki Shusuke Komatsu Souta Noguchi Kazuto Ataka ELM 100 0 0 08 Oct 2025
LeMAJ (Legal LLM-as-a-Judge): Bridging Legal Reasoning and LLM Evaluation Joseph Enguehard Morgane Van Ermengem Kate Atkinson Sujeong Cha Arijit Ghosh Chowdhury ... Jeremy Roghair Hannah R Marlowe Carina Suzana Negreanu Kitty Boxall Diana Mincu AILaw ELM 140 0 0 08 Oct 2025
Reward Model Perspectives: Whose Opinions Do Reward Models Reward? Elle ALM 116 1 0 07 Oct 2025
Addressing Pitfalls in the Evaluation of Uncertainty Estimation Methods for Natural Language Generation Mykyta Ielanskyi Kajetan Schweighofer L. Aichberger Sepp Hochreiter HILM 173 0 0 02 Oct 2025
Automated Evaluation can Distinguish the Good and Bad AI Responses to Patient Questions about Hospitalization Sarvesh Soni Dina Demner-Fushman AI4MH 107 0 0 01 Oct 2025
Copy-Paste to Mitigate Large Language Model Hallucinations Yongchao Long Xian Wu Yingying Zhang Xianbin Wen Yuxi Zhou Zhiqin Jiang 88 0 0 01 Oct 2025
ReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment Ruochen Li Jun Li Bailiang Jian Kun Yuan Youxiang Zhu 44 1 0 30 Sep 2025
Multidimensional Uncertainty Quantification via Optimal Transport Nikita Kotelevskii Maiya Goloburda Vladimir Kondratyev Alexander Fishkov Mohsen Guizani Eric Moulines Maxim Panov 165 1 0 26 Sep 2025
Decoding Uncertainty: The Impact of Decoding Strategies for Uncertainty Estimation in Large Language Models Wataru Hashimoto Hidetaka Kamigaito Taro Watanabe 80 1 0 20 Sep 2025
Pluralistic Off-policy Evaluation and Alignment Chengkai Huang Junda Wu Zhouhang Xie Yu Xia Rui Wang Tong Yu Subrata Mitra Julian McAuley L. Yao OffRL 144 1 0 15 Sep 2025
Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach Imene Kolli Ario Saeid Vaghefi Chiara Colesanti-Senni Shantam Raj Markus Leippold 36 0 0 10 Sep 2025
CoCoA: Confidence and Context-Aware Adaptive Decoding for Resolving Knowledge Conflicts in Large Language Models Anant Khandelwal Manish Gupta Puneet Agrawal 115 1 0 25 Aug 2025
MMCIG: Multimodal Cover Image Generation for Text-only Documents and Its Dataset Construction via Pseudo-labeling Hyeyeon Kim Sungwoo Han Jingun Kwon Hidetaka Kamigaito Manabu Okumura 68 0 0 24 Aug 2025
If We May De-Presuppose: Robustly Verifying Claims through Presupposition-Free Question Decomposition Shubhashis Roy Dipta Francis Ferraro AAML 89 0 0 22 Aug 2025
Expert Preference-based Evaluation of Automated Related Work Generation Furkan Şahinuç Subhabrata Dutta Iryna Gurevych 76 0 0 11 Aug 2025
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Santosh T.Y.S.S Youssef Tarek Elkhayat Oana Ichim Pranav Shetty Dongsheng Wang Zhiqiang Ma Armineh Nourbakhsh Xiaomo Liu 108 1 0 07 Aug 2025
The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs Denis Janiak Jakub Binkowski Albert Sawczyn Bogdan Gabrys Ravid Schwartz-Ziv Tomasz Kajdanowicz HILM 168 4 0 01 Aug 2025
Hallucination Detection and Mitigation with Diffusion in Multi-Variate Time-Series Foundation Models Vijja Wichitwechkarn Charles Fox Ruchi Choudhary AI4TS 100 0 0 23 Jul 2025
ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Zhenliang Zhang Xinyu Hu Huixuan Zhang Junzhe Zhang Xiaojun Wan HILM 233 2 0 22 Jul 2025
KEA Explain: Explanations of Hallucinations using Graph Kernel Analysis Reilly Haskins Benjamin Adams 84 0 0 05 Jul 2025
MedVAL: Toward Expert-Level Medical Text Validation with Language Models Asad Aali Vasiliki Bikia M. Varma Nicole Chiou Sophie Ostmeier ... R. Daneshjou Jason Hom Sanmi Koyejo Emily Alsentzer Akshay Chaudhari LM&MA ELM 189 2 0 03 Jul 2025
Reranking-based Generation for Unbiased Perspective SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Narutatsu Ri Nicholas Deas Kathleen McKeown OffRL 134 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 129 0 0 17 Jun 2025
Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering Sai Prasanna Teja Reddy Bogireddy Abrar Majeedi Viswanatha Reddy Gajjala Zhuoyan Xu Siddhant Rai Vaishnav Potlapalli 221 1 0 12 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 268 3 0 05 Jun 2025
A Dataset for Addressing Patient's Information Needs related to Clinical Course of Hospitalization Sarvesh Soni Dina Demner-Fushman 211 8 0 04 Jun 2025
QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 A. Tang Xiuzhen Zhang M. Dinh Zhuang Li RALM 202 0 0 04 Jun 2025
Shaking to Reveal: Perturbation-Based Detection of LLM Hallucinations Jinyuan Luo Zhen Fang Shouqing Yang Seongheon Park Ling Chen AAML HILM 193 0 0 03 Jun 2025
Towards Multi-dimensional Evaluation of LLM Summarization across Domains and LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Hyangsuk Min Yuho Lee Minjeong Ban Jiaqi Deng Nicole Hee-Yeon Kim Taewon Yun Hang Su Jason (Jinglun) Cai Hwanjun Song ELM 182 3 0 31 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 250 5 0 27 May 2025
VeriTrail: Closed-Domain Hallucination Detection with Traceability Dasha Metropolitansky Jonathan Larson HILM 208 1 0 27 May 2025
Uncertainty-Aware Attention Heads: Efficient Unsupervised Uncertainty Quantification for LLMs Artem Vazhentsev Abdelrahman Boda Sadallah Gleb Kuzmin Ekaterina Fadeeva Ivan Lazichny ... Maxim Panov Timothy Baldwin Mrinmaya Sachan Preslav Nakov Artem Shelmanov EDL HILM 347 3 0 26 May 2025
Benchmarking Large Multimodal Models for Ophthalmic Visual Question Answering with OphthalWeChat Pusheng Xu Xia Gong Xiaolan Chen Weiyi Zhang Jiancheng Yang Bingjie Yan Meng Yuan Yalin Zheng M. He Danli Shi 168 1 0 26 May 2025
UNCERTAINTY-LINE: Length-Invariant Estimation of Uncertainty for Large Language Models Roman Vashurin Maiya Goloburda Preslav Nakov Maxim Panov 152 0 0 25 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 341 0 0 23 May 2025
Long-Form Information Alignment Evaluation Beyond Atomic Facts Danna Zheng Mirella Lapata Jeff Z. Pan HILM 194 1 0 21 May 2025
LEXam: Benchmarking Legal Reasoning on 340 Law Exams Yu Fan Jingwei Ni Jakob Merane Etienne Salimbeni Yoan Hermstrüwer ... Mrinmaya Sachan Alexander Stremitzer Christoph Engel Elliott Ash Joel Niklaus AILaw ELM 441 5 0 19 May 2025
What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization Weixiao Zhou Junnan Zhu Gengyao Li Xianfu Cheng Xinnian Liang Feifei Zhai Zhiyu Li ALM 313 0 0 18 May 2025
Towards Better Evaluation for Generated Patent ClaimsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Lekang Jiang Pascal A Scherz Stephan Goetz ELM 243 5 0 16 May 2025

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AlignScore: Evaluating Factual Consistency with a Unified Alignment Function

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