🧑‍🔬 Mirella Lapata — all works

83 works · ← Mirella Lapata

1. Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Shashi Narayan, Shay B. Cohen, Mirella Lapata2018 · 2,149 citations
2. Text Summarization with Pretrained EncodersConference on Empirical Methods in Natural Language Processing (EMNLP)Yang Liu, Mirella Lapata2019 · 2,095 citations
3. Long Short-Term Memory-Networks for Machine ReadingConference on Empirical Methods in Natural Language Processing (EMNLP)Jianpeng Cheng, Li Dong, Mirella Lapata2016 · 1,313 citations
4. Neural Summarization by Extracting Sentences and WordsAnnual Meeting of the Association for Computational Linguistics (ACL)Jianpeng Cheng, Mirella Lapata2016 · 1,011 citations
5. Language to Logical Form with Neural AttentionAnnual Meeting of the Association for Computational Linguistics (ACL)Li Dong, Mirella Lapata2016 · 955 citations
6. Modeling Local Coherence: An Entity-Based ApproachComputational LinguisticsRegina Barzilay, Mirella Lapata2008 · 917 citations
7. Dependency-Based Construction of Semantic Space ModelsComputational LinguisticsSebastian Padó, Mirella Lapata2007 · 909 citations
8. Sentence Simplification with Deep Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Xingxing Zhang, Mirella Lapata2017 · 568 citations
9. Using Semantic Roles to Improve Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Dan Shen, Mirella Lapata2007 · 524 citations
10. Coarse-to-Fine Decoding for Neural Semantic Parsing ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetLi Dong, Mirella Lapata2018 · 518 citations
11. Hierarchical Transformers for Multi-Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Liu, Mirella Lapata2019 · 468 citations
12. Experience Grounds LanguageConference on Empirical Methods in Natural Language Processing (EMNLP)Yonatan Bisk, Ari Holtzman, Jesse Thomason, et al.2020 · 439 citations
13. Using the Web to Obtain Frequencies for Unseen BigramsComputational LinguisticsFrank Keller, Mirella Lapata2003 · 425 citations
14. Chinese Poetry Generation with Recurrent Neural NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Xingxing Zhang, Mirella Lapata2014 · 380 citations
15. Probabilistic Text Structuring: Experiments with Sentence OrderingAnnual Meeting of the Association for Computational Linguistics (ACL)Mirella Lapata2003 · 358 citations
16. Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer ProgrammingKristian Woodsend, Mirella LapataMachine translation · 335 citations
17. IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence ↗no summary yetMirella Lapata, Regina Barzilay2005 · 333 citations
18. Paraphrasing Revisited with Neural Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL)Jonathan Mallinson, Rico Sennrich, Mirella Lapata2017 · 321 citations
19. A Comparison of Vector-based Representations for Semantic CompositionConference on Empirical Methods in Natural Language Processing (EMNLP)William Blacoe, Mirella Lapata2012 · 321 citations
20. Ranking Sentences for Extractive Summarization with Reinforcement LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Shashi Narayan, Shay B. Cohen, Mirella Lapata2018 · 290 citations
21. Text Generation from Knowledge Graphs with Graph TransformersConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Rik Koncel-Kedziorski, Dhanush Bekal, Yi Luan, et al.2019 · 288 citations
22. Learning Grounded Meaning Representations with AutoencodersAnnual Meeting of the Association for Computational Linguistics (ACL)Carina Silberer, Mirella Lapata2014 · 288 citations
23. Learning to Paraphrase for Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Li Dong, Jonathan Mallinson, Siva Reddy, et al.2017 · 286 citations
24. Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly SupervisedConference on Empirical Methods in Natural Language Processing (EMNLP)Stefanos Angelidis, Mirella Lapata2018 · 266 citations
25. Collective Content Selection for Concept-to-Text GenerationHuman Language Technology Conference (HLT)Regina Barzilay, Mirella Lapata2005 · 262 citations
26. Neural Semantic Role Labeling with Dependency Path EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Michael Roth, Mirella Lapata2016 · 253 citations
27. Sentence Centrality Revisited for Unsupervised SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Zheng, Mirella Lapata2019 · 251 citations
28. Sentence Compression Beyond Word DeletionInternational Conference on Computational Linguistics (COLING)Trevor Cohn, Mirella Lapata2008 · 251 citations
29. Automatic evaluation of text coherence: models and representations ↗no summary yetMirella Lapata, Regina Barzilay2005 · 251 citations
30. Automatic Evaluation of Information Ordering: Kendall's TauComputational LinguisticsMirella Lapata2006 · 248 citations
31. Bayesian Word Sense InductionConference of the European Chapter of the Association for Computational Linguistics (EACL)Samuel Brody, Mirella Lapata2009 · 234 citations
32. Neural Latent Extractive Document SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Xingxing Zhang, Mirella Lapata, Furu Wei, et al.2018 · 220 citations
33. A Bayesian Model of Diachronic Meaning ChangeTransactions of the Association for Computational Linguistics (TACL)Lea Frermann, Mirella Lapata2016 · 206 citations
34. Transforming Dependency Structures to Logical Forms for Semantic Parsing ↗Transactions of the Association for Computational Linguistics · no summary yetSiva Reddy et al.2016 · 206 citations
35. Learning Structured Text RepresentationsTransactions of the Association for Computational Linguistics (TACL)Yang Liu, Mirella Lapata2018 · 203 citations
36. Machine Translation by Triangulation: Making Effective Use of Multi-Parallel CorporaAnnual Meeting of the Association for Computational Linguistics (ACL)Trevor Cohn, Mirella Lapata2007 · 190 citations
37. Data-to-text Generation with Entity ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Ratish Puduppully, Li Dong, Mirella Lapata2019 · 181 citations
38. Unsupervised Opinion Summarization as Copycat-Review GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Arthur Bražinskas, Mirella Lapata, Ivan Titov2020 · 173 citations
39. Graph Connectivity Measures for Unsupervised Word Sense DisambiguationIJCAI-07Roberto Navigli, Mirella Lapata2007 · 168 citations
40. Multiple Instance Learning Networks for Fine-Grained Sentiment AnalysisTransactions of the Association for Computational Linguistics (TACL)Stefanos Angelidis, Mirella Lapata2018 · 154 citations
41. Extractive Opinion Summarization in Quantized Transformer SpacesTransactions of the Association for Computational Linguistics (TACL)Stefanos Angelidis, Reinald Kim Amplayo, Yoshihiko Suhara, et al.2021 · 151 citations
42. Modeling local coherence ↗Annual Meeting of the Association for Computational Linguistics (ACL) · no summary yetRegina Barzilay, Mirella Lapata2005 · 142 citations
43. Improving Language Model Negotiation with Self-Play and In-Context Learning from AI FeedbackarXiv:2305.10142Yao Fu, Hao Peng, Tushar Khot, et al.2023 · 132 citations
44. Single Document Summarization as Tree Induction ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetYang Liu, Ivan Titov, Mirella Lapata2019 · 127 citations
45. Movie Script Summarization as Graph-based Scene ExtractionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Philip John Gorinski, Mirella Lapata2015 · 122 citations
46. Universal Semantic Parsing ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetSiva Reddy et al.2017 · 121 citations
47. Constructing Corpora for the Development and Evaluation of Paraphrase SystemsComputational LinguisticsTrevor Cohn, Chris Callison-Burch, Mirella Lapata2008 · 118 citations
48. Aspect-Controllable Opinion SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Reinald Kim Amplayo, Stefanos Angelidis, Mirella Lapata2021 · 114 citations
49. Coarse-to-Fine Query Focused Multi-Document Summarization ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetYumo Xu, Mirella Lapata2020 · 112 citations
50. Few-Shot Learning for Opinion Summarization ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetArthur Bražinskas, Mirella Lapata, Ivan Titov2020 · 109 citations
51. Top-down Tree Long Short-Term Memory Networks ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetXingxing Zhang, Liang Lu, Mirella Lapata2016 · 109 citations
52. Aggregation via Set Partitioning for Natural Language Generation ↗Proceedings of the Human Language Technology Conference of the NAACL, Main Conference · no summary yetRegina Barzilay, Mirella Lapata2006 · 109 citations
53. Unsupervised Opinion Summarization with Noising and Denoising ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetReinald Kim Amplayo, Mirella Lapata2020 · 105 citations
54. Confidence Modeling for Neural Semantic Parsing ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetLi Dong, Chris Quirk, Mirella Lapata2018 · 105 citations
55. Discourse Constraints for Document CompressionComputational LinguisticsJames Clarke, Mirella Lapata2010 · 105 citations
56. Verb Class Disambiguation Using Informative PriorsComputational LinguisticsMirella Lapata, Chris Brew2004 · 100 citations
57. Data-to-text Generation with Macro PlanningTransactions of the Association for Computational Linguistics (TACL)Ratish Puduppully, Mirella Lapata2021 · 98 citations
58. Meta-Learning for Domain Generalization in Semantic Parsing ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetBailin Wang, Mirella Lapata, Ivan Titov2021 · 93 citations
59. Learning Structured Natural Language Representations for Semantic Parsing ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJianpeng Cheng et al.2017 · 92 citations
60. Inferring Sentence-internal Temporal RelationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mirella Lapata, Alex Lascarides2004 · 83 citations
61. Discourse Representation Structure Parsing ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJiangming Liu, Shay B. Cohen, Mirella Lapata2018 · 82 citations
62. Conditional Generation with a Question-Answering BlueprintTransactions of the Association for Computational Linguistics (TACL)Shashi Narayan, Joshua Maynez, Reinald Kim Amplayo, et al.2023 · 70 citations
63. Context-aware Frame-Semantic Role LabelingTransactions of the Association for Computational Linguistics (TACL)Michael Roth, Mirella Lapata2015 · 69 citations
64. ParaMetric: An Automatic Evaluation Metric for Paraphrasing ↗Proceedings of the 22nd International Conference on Computational Linguistics (Coling 2008) · no summary yetChris Callison-Burch, Trevor Cohn, Mirella Lapata2008 · 66 citations
65. Learning an Executable Neural Semantic ParserComputational LinguisticsJianpeng Cheng, Siva Reddy, Vijay Saraswat, et al.2019 · 63 citations
66. Title Generation with Quasi-Synchronous Grammar ↗Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing · no summary yetKristian Woodsend, Yansong Feng, Mirella Lapata2010 · 60 citations
67. Zero-Shot Crosslingual Sentence Simplification ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetJonathan Mallinson, Rico Sennrich, Mirella Lapata2020 · 51 citations
68. Hierarchical Sketch Induction for Paraphrase Generation ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetTom Hosking, Hao Tang, Mirella Lapata2022 · 47 citations
69. QAmeleon: Multilingual QA with Only 5 ExamplesTransactions of the Association for Computational Linguistics (TACL)Priyanka Agrawal, Chris Alberti, Fantine Huot, et al.2023 · 45 citations
70. Learning Contextually Informed Representations for Linear-Time Discourse ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Yang Liu, Mirella Lapata2017 · 44 citations
71. Discourse Representation Structure Parsing with Recurrent Neural Networks and the Transformer Model ↗Proceedings of the IWCS Shared Task on Semantic Parsing · no summary yetJiangming Liu, Shay B. Cohen, Mirella Lapata2019 · 33 citations
72. Factorising Meaning and Form for Intent-Preserving Paraphrasing ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetTom Hosking, Mirella Lapata2021 · 31 citations
73. Controllable Sentence Simplification: Employing Syntactic and Lexical Constraints ↗arXiv:1910.04387 · no summary yetJonathan Mallinson, Mirella Lapata2019 · 24 citations
74. Whodunnit? Crime Drama as a Case for Natural Language UnderstandingTransactions of the Association for Computational Linguistics (TACL)Lea Frermann, Shay B. Cohen, Mirella Lapata2018 · 22 citations
75. Universal Discourse Representation Structure Parsing ↗Computational Linguistics · no summary yetJiangming Liu et al.2021 · 14 citations
76. What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific PresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Dongqi Liu, Chenxi Whitehouse, Xi Yu, et al.2025 · 13 citations
77. Text Generation from Discourse Representation StructuresJiangming Liu, Shay B. Cohen, Mirella LapataMachine translation · 13 citations
78. Dolomites: Domain-Specific Long-Form Methodical TasksTransactions of the Association for Computational Linguistics (TACL)Chaitanya Malaviya, Priyanka Agrawal, Kuzman Ganchev, et al.2025 · 12 citations
79. Evaluating LLMs for Targeted Concept Simplification for Domain-Specific Texts ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetSumit Asthana et al.2024 · 11 citations
80. Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetJiangming Liu, Shay B. Cohen, Mirella Lapata2020 · 9 citations
81. Explanatory Summarization with Discourse-Driven PlanningTransactions of the Association for Computational Linguistics (TACL)Dongqi Liu, Xi Yu, Vera Demberg, et al.2025 · 8 citations
82. MT-PingEval: Evaluating Multi-Turn Collaboration with Private Information Games ↗arXiv:2602.24188 · no summary yetJacob Eisenstein et al.2026 · 1 citation
83. Think Before you Write: QA-Guided Reasoning for Character Descriptions in BooksFindings of the Association for Computational LinguisticsArgyrios Papoudakis, Mirella Lapata, Frank Keller2026

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/mirella-lapata/works/