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Who cites «On Faithfulness and Factuality in Abstractive Summarization»

739 papers of our library cite it (of the 149,439 whose bibliographies we read) · 142 with a page here, the most cited first · page 2 of 2 · 101–142 · ← back to «On Faithfulness and Factuality in Abstractive Summarization»

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  1. PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model CorruptionsarXiv:2305.14908Anthony Chen, Panupong Pasupat, Sameer Singh, et al.2023 · 32 citations
  2. Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue GenerationarXiv:2305.18846Minki Kang, Jin Myung Kwak, Jinheon Baek, et al.2023 · 31 citations
  3. PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment RecognitionFindings of the Association for Computational LinguisticsSihao Chen, Senaka Buthpitiya, Alex Fabrikant, et al.2023 · 31 citations
  4. Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model PerformanceConference on Empirical Methods in Natural Language Processing (EMNLP)Omer Nahum, Nitay Calderon, Orgad Keller, et al.2025 · 27 citations
  5. Investigating Hallucinations in Pruned Large Language Models for Abstractive SummarizationTransactions of the Association for Computational Linguistics (TACL)George Chrysostomou, Zhixue Zhao, Miles Williams, et al.2024 · 27 citations
  6. PaniniQA: Enhancing Patient Education Through Interactive Question AnsweringTransactions of the Association for Computational Linguistics (TACL)Pengshan Cai, Zonghai Yao, Fei Liu, et al.2023 · 24 citations
  7. HALoGEN: Fantastic LLM Hallucinations and Where to Find ThemAnnual Meeting of the Association for Computational Linguistics (ACL)Abhilasha Ravichander, Shrusti Ghela, David Wadden, et al.2025 · 22 citations
  8. DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Rong Cheng, Jinyi Liu, Yan Zheng, et al.2025 · 20 citations
  9. Evaluating Large Language Models for Health-related Queries with PresuppositionsFindings of the Association for Computational LinguisticsNavreet Kaur, Monojit Choudhury, Danish Pruthi2024 · 15 citations
  10. Efficient Tool Use with Chain-of-Abstraction ReasoningInternational Conference on Computational Linguistics (COLING)Silin Gao, Jane Dwivedi-Yu, Ping Yu, et al.2025 · 13 citations
  11. Factual Dialogue Summarization via Learning from Large Language ModelsInternational Conference on Computational Linguistics (COLING)Rongxin Zhu, Jey Han Lau, Jianzhong Qi2025 · 10 citations
  12. AraHalluEval: A Fine-grained Hallucination Evaluation Framework for Arabic LLMsArabic Natural Language Processing Conference (ArabicNLP)Aisha Alansari, Hamzah Luqman2025 · 9 citations
  13. Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yang Zhong, Diane Litman2025 · 8 citations
  14. Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty?Annual Meeting of the Association for Computational Linguistics (ACL)Jiayu Liu, Qing Zong, Weiqi Wang, et al.2025 · 8 citations
  15. AI use in American newspapers is widespread, uneven, and rarely disclosedAnnual Meeting of the Association for Computational Linguistics (ACL)Jenna Russell, Marzena Karpinska, Destiny Akinode, et al.2026 · 7 citations
  16. PreWoMe: Exploiting Presuppositions as Working Memory for Long Form Question AnsweringWookje Han, Jinsol Park, Kyungjae Lee2023 · 4 citations
  17. Stress Testing Factual Consistency Metrics for Long-Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Zain Muhammad Mujahid, Dustin Wright, Isabelle Augenstein2026 · 3 citations
  18. Examining Political Rhetoric with Epistemic Stance DetectionWorkshop on Natural Language Processing and Computational Social ScienceAnkita Gupta, Su Lin Blodgett, Justin H Gross, et al.2022 · 2 citations
  19. Fine-Grained Detection of Context-Grounded Hallucinations Using LLMsFindings of the Association for Computational LinguisticsYehonatan Peisakhovsky, Zorik Gekhman, Yosi Mass, et al.2026 · 1 citation
  20. From Articles to Premises: Building PrimeFacts, an Extraction Methodology and Resource for Fact-Checking EvidenceLanguage Resources and Evaluation Conference (LREC)Premtim Sahitaj, Jawan Kolanowski, Ariana Sahitaj, et al.2026 · 1 citation
  21. MÖVE: A Holistic LLM Benchmark for the German Public SectorarXiv:2606.13111Camilla Dalerci, Thilo Michael, Robin Schaefer, et al.2026 · 1 citation
  22. What Matters to an LLM? Behavioral and Computational Evidences from SummarizationFindings of the Association for Computational LinguisticsYongxin Zhou, Changshun Wu, Philippe Mulhem, et al.2026 · 1 citation
  23. Building a Conversational AI Assistant for African Travel Services with LLMs and RAGWorkshop on African Natural Language ProcessingGrace Kevine Ngoufo, Shamsuddeen Hassan Muhammad, Kevin Jeff Fogang Fokoa2026
  24. Constructing a Dataset for Hallucination Detection in Japanese Summarization with Fine-grained Faithfulness LabelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Hikari Tanaka, Atsushi Keyaki, Mamoru Komachi2026
  25. EpiGator: An Event-based Surveillance System for Infectious Disease OutbreaksLanguage Resources and Evaluation Conference (LREC)Yiheng Wu, Jue Hou, Trangcasanchai Sathianpong, et al.2026
  26. Evaluating Reference-Free Summarization Quality Metrics for Portuguese: A Study with Human Judgments in Financial NewsInternational Conference on Computational Processing of PortugueseJoão Victor Assaoka Ribeiro, Thomas Pires Correia, José Vitor Souza Cardoso Requena, et al.2026
  27. Evaluating the Retrieval Component in a Retrieval-Augmented Summarization System for Patient Records in FrenchWorkshop on Clinical Natural Language Processing (Clinical NLP) @ LRECMarco Naguib, Christel Gérardin, Victor Beaucoté, et al.2026
  28. From Metrics to Meaning: Rule-Grounded LLM Explanations for Data Literacy in the Case of Youth FootballWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Tomasz Piłka, Tomasz Kuczyński, Mateusz Czajka2026
  29. Ghost Context: Measuring Cross-Context Interference in Long-Context Language ModelsWorkshop on Trustworthy NLPRohith Namboothiri2026
  30. Halluscoring 2026: The first shared task on llms hallucination detection and answer verificationarXiv:2609.38355Aisha Alansari, Abdessalam Bouchekif, Ahmed Hasanaath, et al.2026
  31. HotelCheckSpan: A Benchmark Dataset for LLM FaithfulnessLanguage Resources and Evaluation Conference (LREC)Patricia Schmidtova, Ondrej Dusek, Saad Mahamood2026
  32. Innov8rs at CRF Filling 2026: An Iterative Multi-LLM Ensemble Pipeline with Dynamic Few-Shot Retrieval and Data-Driven Precision FilteringWorkshop on Patient-Oriented Language Processing @ LRECSamminga Sainath Rao, Sumit Mishra, Chanchal Suman2026
  33. JFC-Recipe: A Dataset for Nutrient Estimation from Japanese User-Generated Cooking RecipesLanguage Resources and Evaluation Conference (LREC)Keisuke Shirai, Yoko Yamakata, Hirotaka Kameko, et al.2026
  34. Learning to Control Summaries with Score RankingFindings of the Association for Computational LinguisticsHongye Liu, Liang Ding, Ricardo Henao2026
  35. Linguistics to LLMs: Teaching with and about ChatbotsWorkshop on Teaching Natural Language ProcessingUlrike Pado, Barbara Pampel2026
  36. Multi-Hall-SA: A Cross-lingual Benchmark for Multi-Type Hallucination Detection in Low-Resource South African LanguagesFindings of the Association for Computational LinguisticsSello Ralethe, Jan Buys2026
  37. POINTERS at UZH Shared Task 2026: Reasoning Probes for Argumentation Mining in UN ResolutionsWorkshop on Argument MiningSohom Sen, Avina Nakarmi, Xun Song, et al.2026
  38. ReFACT: A Benchmark for Scientific Confabulation Detection with Positional Error AnnotationsConference of the European Chapter of the Association for Computational Linguistics (EACL)Yindong Wang, Martin Preiß, Margarita Bugueño, et al.2026
  39. SCURank: Ranking Multiple Candidate Summaries with Summary Content Units for Enhanced SummarizationFindings of the Association for Computational LinguisticsBo-Jyun Wang, Ying-Jia Lin, Hung-Yu Kao2026
  40. Social-RAG: A Retrieval-Augmented Generation Pipeline for Computational Social Science Research on TelegramInternational Conference on Computational Processing of PortugueseLeonardo Nascimento, Eric Brasil, Arthur Lima, et al.2026
  41. Thesis Proposal: Intentional Inference for Insight GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Kristýna Onderková2026
  42. VERICITE: Evaluating Sentence-Level Citation Faithfulness in Retrieval-Augmented Medical Question AnsweringBioNLPYixian Ma, Bohao Chu, Norbert Fuhr2026

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