🔗 Who cites «Text Summarization with Pretrained Encoders»

542 papers of our library cite it (of the 149,439 whose bibliographies we read) · 58 with a page here, the most cited first · ← back to «Text Summarization with Pretrained Encoders»

1. BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Mike Lewis, Yinhan Liu, Naman Goyal, et al.2020 · 12,856 citations
2. Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A SurveyACM Computing SurveysBonan Min, Hayley Ross, Elior Sulem, et al.2021 · 1,556 citations
3. GLM: General Language Model Pretraining with Autoregressive Blank InfillingAnnual Meeting of the Association for Computational Linguistics (ACL)Zhengxiao Du, Yujie Qian, Xiao Liu, et al.2022 · 1,455 citations
4. Evaluating the Factual Consistency of Abstractive Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Wojciech Kryscinski, Bryan McCann, Caiming Xiong, et al.2020 · 1,120 citations
5. Big Bird: Transformers for Longer SequencesConference on Neural Information Processing Systems (NeurIPS)Manzil Zaheer, Guru Guruganesh, Avinava Dubey, et al.2020 · 1,023 citations
6. BARTScore: Evaluating Generated Text as Text GenerationarXiv:2106.11520Weizhe Yuan, Graham Neubig, Pengfei Liu2021 · 815 citations
7. Extractive Summarization as Text MatchingAnnual Meeting of the Association for Computational Linguistics (ACL)Ming Zhong, Pengfei Liu, Yiran Chen, et al.2020 · 570 citations
8. ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-trainingFindings of the Association for Computational LinguisticsWeizhen Qi, Yu Yan, Yeyun Gong, et al.2020 · 453 citations
9. Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality MetricsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Artidoro Pagnoni, Vidhisha Balachandran, Yulia Tsvetkov2021 · 420 citations
10. QMSum: A New Benchmark for Query-based Multi-domain Meeting SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ming Zhong, Da Yin, Tao Yu, et al.2021 · 404 citations
11. UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-TrainingarXiv:2002.12804Hangbo Bao, Li Dong, Furu Wei, et al.2020 · 395 citations
12. Discourse-Aware Neural Extractive Text SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Jiacheng Xu, Zhe Gan, Yu Cheng, et al.2019 · 385 citations
13. Heterogeneous Graph Neural Networks for Extractive Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Danqing Wang, Pengfei Liu, Yining Zheng, et al.2020 · 370 citations
14. BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference DatasetConference on Neural Information Processing Systems (NeurIPS)Jiaming Ji, Mickel Liu, Juntao Dai, et al.2023 · 362 citations
15. FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Esin Durmus, He He, Mona Diab2020 · 359 citations
16. Efficient Attentions for Long Document SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Luyang Huang, Shuyang Cao, Nikolaus Parulian, et al.2021 · 336 citations
17. GSum: A General Framework for Guided Neural Abstractive SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, et al.2021 · 322 citations
18. Explainable Automated Fact-Checking for Public Health ClaimsConference on Empirical Methods in Natural Language Processing (EMNLP)Neema Kotonya, Francesca Toni2020 · 314 citations
19. DialogSum: A Real-Life Scenario Dialogue Summarization DatasetFindings of the Association for Computational LinguisticsYulong Chen, Yang Liu, Liang Chen, et al.2021 · 301 citations
20. QAFactEval: Improved QA-Based Factual Consistency Evaluation for SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Alexander Fabbri, Chien-Sheng Wu, Wenhao Liu, et al.2022 · 292 citations
21. WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive SummarizationFindings of the Association for Computational LinguisticsFaisal Ladhak, Esin Durmus, Claire Cardie, et al.2020 · 275 citations
22. TLDR: Extreme Summarization of Scientific DocumentsFindings of the Association for Computational LinguisticsIsabel Cachola, Kyle Lo, Arman Cohan, et al.2020 · 262 citations
23. CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Shuyang Cao, Lu Wang2021 · 260 citations
24. Re-evaluating Evaluation in Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Manik Bhandari, Pranav Narayan Gour, Atabak Ashfaq, et al.2020 · 259 citations
25. Generating Fact Checking ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL)Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, et al.2020 · 220 citations
26. Factual Error Correction for Abstractive Summarization ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Meng Cao, Yue Dong, Jiapeng Wu, et al.2020 · 219 citations
27. Recursively Summarizing Books with Human FeedbackarXiv:2109.10862Jeff Wu, Long Ouyang, Daniel M. Ziegler, et al.2021 · 208 citations
28. PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Wen Xiao, Iz Beltagy, Giuseppe Carenini, et al.2022 · 205 citations
29. Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Jiaao Chen, Diyi Yang2020 · 204 citations
30. ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationInternational Joint Conference on Artificial IntelligenceDongling Xiao, Han Zhang, Yukun Li, et al.2020 · 163 citations
31. Multi-Fact Correction in Abstractive Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Yue Dong, Shuohang Wang, Zhe Gan, et al.2020 · 163 citations
32. ChatGPT as a Factual Inconsistency Evaluator for Text SummarizationarXiv:2303.15621Zheheng Luo, Qianqian Xie, Sophia Ananiadou2023 · 161 citations
33. PyMT5: multi-mode translation of natural language and Python code with transformersConference on Empirical Methods in Natural Language Processing (EMNLP)Colin Clement, Dawn Drain, Jonathan Timcheck, et al.2020 · 158 citations
34. Reducing Quantity Hallucinations in Abstractive SummarizationFindings of the Association for Computational LinguisticsZheng Zhao, Shay B. Cohen, Bonnie Webber2020 · 157 citations
35. Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and SelectionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sihao Chen, Fan Zhang, Kazoo Sone, et al.2021 · 151 citations
36. Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific ArticlesConference on Empirical Methods in Natural Language Processing (EMNLP)Yao Lu, Yue Dong, Laurent Charlin2020 · 148 citations
37. What Have We Achieved on Text Summarization?Conference on Empirical Methods in Natural Language Processing (EMNLP)Dandan Huang, Leyang Cui, Sen Yang, et al.2020 · 143 citations
38. Structure-Aware Abstractive Conversation Summarization via Discourse and Action GraphsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jiaao Chen, Diyi Yang2021 · 135 citations
39. Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error DetectorsAnnual Meeting of the Association for Computational Linguistics (ACL)Liyan Tang, Tanya Goyal, Alex Fabbri, et al.2023 · 126 citations
40. MLSUM: The Multilingual Summarization CorpusConference on Empirical Methods in Natural Language Processing (EMNLP)Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, et al.2020 · 115 citations
41. Aspect-Controllable Opinion SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Reinald Kim Amplayo, Stefanos Angelidis, Mirella Lapata2021 · 114 citations
42. Truncation Sampling as Language Model DesmoothingFindings of the Association for Computational LinguisticsJohn Hewitt, Christopher Manning, Percy Liang2022 · 95 citations
43. Coreference-Aware Dialogue SummarizationAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Zhengyuan Liu, Ke Shi, Nancy Chen2021 · 81 citations
44. AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive SummarizationArabic Natural Language Processing Workshop (WANLP)Moussa Kamal Eddine, Nadi Tomeh, Nizar Habash, et al.2022 · 80 citations
45. Lift Yourself Up: Retrieval-augmented Text Generation with Self MemoryConference on Neural Information Processing Systems (NeurIPS)Xin Cheng, Di Luo, Xiuying Chen, et al.2023 · 76 citations
46. WikiAsp: A Dataset for Multi-domain Aspect-based SummarizationTransactions of the Association for Computational Linguistics (TACL)Hiroaki Hayashi, Prashant Budania, Peng Wang, et al.2021 · 76 citations
47. SentimentGPT: Exploiting GPT for Advanced Sentiment Analysis and its Departure from Current Machine LearningarXiv:2307.10234Kiana Kheiri, Hamid Karimi2023 · 52 citations
48. Extractive Summarization Considering Discourse and Coreference Relations based on Heterogeneous GraphConference of the European Chapter of the Association for Computational Linguistics (EACL)Yin Jou Huang, Sadao Kurohashi2021 · 41 citations
49. Top-down Discourse Parsing via Sequence LabellingConference of the European Chapter of the Association for Computational Linguistics (EACL)Fajri Koto, Jey Han Lau, Timothy Baldwin2021 · 37 citations
50. Controllable Summarization with Constrained Markov Decision ProcessTransactions of the Association for Computational Linguistics (TACL)Hou Pong Chan, Lu Wang, Irwin King2021 · 34 citations
51. BERT Fine-tuning For Arabic Text SummarizationarXiv:2004.14135Khalid N. Elmadani, Mukhtar Elgezouli, Anas Showk2020 · 29 citations
52. Modeling Local Contexts for Joint Dialogue Act Recognition and Sentiment Classification with Bi-channel Dynamic ConvolutionsInternational Conference on Computational Linguistics (COLING)Jingye Li, Hao Fei, Donghong Ji2020 · 25 citations
53. Cross-lingual Fine-tuning for Abstractive Arabic Text SummarizationRecent Advances in Natural Language Processing (RANLP)Mram Kahla, Zijian Győző Yang, Attila Novák2021 · 18 citations
54. Contextualized Embeddings for Connective Disambiguation in Shallow Discourse ParsingWorkshop on Computational Approaches to Discourse (CODI)René Knaebel, Manfred Stede2020 · 15 citations
55. A Multi-Task Dataset for Assessing Discourse Coherence in Chinese Essays: Structure, Theme, and Logic AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP)Hongyi Wu, Xinshu Shen, Man Lan, et al.2023 · 12 citations
56. Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Anirudh Sundar, Sinead Williamson, Katherine Metcalf, et al.2025 · 9 citations
57. Reference-Free Evaluation of TaxonomiesFindings of the Association for Computational LinguisticsPascal Wullschleger, Majid Zarharan, Donnacha Daly, et al.2026 · 1 citation
58. Budget-Aware Routing for Long Clinical TextFindings of the Association for Computational LinguisticsKhizar Qureshi, Geoffrey Martin, Yifan Peng2026

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