🧑‍🔬 Anna Korhonen — all works

48 works · ← Anna Korhonen

1. SimLex-999: Evaluating Semantic Models With (Genuine) Similarity EstimationComputational LinguisticsFelix Hill, Roi Reichart, Anna Korhonen2015 · 1,634 citations
2. Learning Distributed Representations of Sentences from Unlabelled DataConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Felix Hill, Kyunghyun Cho, Anna Korhonen2016 · 765 citations
3. A large-scale classification of English verbs ↗Language Resources and Evaluation 42(1), 21-40 · no summary yetKarin Kipper et al.2008 · 470 citations
4. XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Edoardo Maria Ponti, Goran Glavaš, Olga Majewska, et al.2020 · 469 citations
5. Probing Pretrained Language Models for Lexical SemanticsConference on Empirical Methods in Natural Language Processing (EMNLP)Ivan Vulić, Edoardo Maria Ponti, Robert Litschko, et al.2020 · 320 citations
6. SimVerb-3500: A Large-Scale Evaluation Set of Verb SimilarityConference on Empirical Methods in Natural Language Processing (EMNLP)Daniela Gerz, Ivan Vulić, Felix Hill, et al.2016 · 319 citations
7. Metaphor Identification Using Verb and Noun ClusteringInternational Conference on Computational Linguistics (COLING)Ekaterina Shutova, Lin Sun, Anna Korhonen2010 · 250 citations
8. Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual ConstraintsTransactions of the Association for Computational Linguistics (TACL)Nikola Mrkšić, Ivan Vulić, Diarmuid Ó Séaghdha, et al.2017 · 236 citations
9. Learning to Understand Phrases by Embedding the DictionaryTransactions of the Association for Computational Linguistics (TACL)Felix Hill, Kyunghyun Cho, Anna Korhonen, et al.2016 · 236 citations
10. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language ProcessingComputational LinguisticsEdoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, et al.2019 · 219 citations
11. Extending VerbNet with Novel Verb ClassesLanguage Resources and Evaluation Conference (LREC)Karin Kipper, Anna Korhonen, Neville Ryant, et al.2006 · 215 citations
12. Statistical Metaphor ProcessingComputational LinguisticsEkaterina Shutova, Simone Teufel, Anna Korhonen2013 · 197 citations
13. Do We Really Need Fully Unsupervised Cross-Lingual Embeddings?Conference on Empirical Methods in Natural Language Processing (EMNLP)Ivan Vulić, Goran Glavaš, Roi Reichart, et al.2019 · 157 citations
14. Composable Sparse Fine-Tuning for Cross-Lingual Transfer ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetAlan Ansell et al.2022 · 153 citations
15. HyperLex: A Large-Scale Evaluation of Graded Lexical EntailmentComputational LinguisticsIvan Vulić, Daniela Gerz, Douwe Kiela, et al.2017 · 148 citations
16. Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence EncodersConference on Empirical Methods in Natural Language Processing (EMNLP)Fangyu Liu, Ivan Vulić, Anna Korhonen, et al.2021 · 147 citations
17. On the Role of Seed Lexicons in Learning Bilingual Word Embeddings ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetIvan Vulić, Anna Korhonen2016 · 147 citations
18. Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance ↗Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP · no summary yetBilly Chiu, Anna Korhonen, Sampo Pyysalo2016 · 135 citations
19. MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual TransferFindings of the Association for Computational LinguisticsAlan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, et al.2021 · 130 citations
20. On the Relation between Linguistic Typology and (Limitations of) Multilingual Language ModelingConference on Empirical Methods in Natural Language Processing (EMNLP)Daniela Gerz, Ivan Vulić, Edoardo Maria Ponti, et al.2018 · 113 citations
21. Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic SimilarityComputational LinguisticsIvan Vulić, Simon Baker, Edoardo Maria Ponti, et al.2020 · 106 citations
22. Identifying the Information Structure of Scientific Abstracts: An Investigation of Three Different SchemesWorkshop on Biomedical Natural Language ProcessingYufan Guo, Anna Korhonen, Maria Liakata, et al.2010 · 93 citations
23. Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the ArtTransactions of the Association for Computational Linguistics (TACL)Chen Cecilia Liu, Iryna Gurevych, Anna Korhonen2025 · 90 citations
24. Extended Lexical-Semantic Classification of English Verbs ↗Proceedings of the Computational Lexical Semantics Workshop at HLT-NAACL 2004 · no summary yetAnna Korhonen, Ted Briscoe2004 · 89 citations
25. Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetAnne Lauscher et al.2020 · 82 citations
26. Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level PredictionTransactions of the Association for Computational Linguistics (TACL)Daniela Gerz, Ivan Vulić, Edoardo Ponti, et al.2018 · 82 citations
27. Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model EvaluatorsarXiv:2403.16950Yinhong Liu, Han Zhou, Zhijiang Guo, et al.2024 · 76 citations
28. LexSchem: a Large Subcategorization Lexicon for French Verbs ↗Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC'08) · no summary yetCédric Messiant, Thierry Poibeau, Anna Korhonen2008 · 58 citations
29. Unsupervised Metaphor Paraphrasing using a Vector Space Model ↗Proceedings of COLING 2012: Posters · no summary yetEkaterina Shutova, Tim Van de Cruys, Anna Korhonen2012 · 56 citations
30. Cross-Lingual Dialogue Dataset Creation via Outline-Based GenerationTransactions of the Association for Computational Linguistics (TACL)Olga Majewska, Evgeniia Razumovskaia, Edoardo M. Ponti, et al.2023 · 51 citations
31. AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-TuningTransactions of the Association for Computational Linguistics (TACL)Han Zhou, Xingchen Wan, Ivan Vulić, et al.2024 · 46 citations
32. Quantifying the Dialect Gap and its Correlates Across Languages ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetAnjali Kantharuban, Ivan Vulić, Anna Korhonen2023 · 44 citations
33. Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image ModelsTransactions of the Association for Computational Linguistics (TACL)Mor Ventura, Eyal Ben-David, Anna Korhonen, et al.2025 · 25 citations
34. Modelling selectional preferences in a lexical hierarchy ↗*SEM 2012: The First Joint Conference on Lexical and Computational Semantics – Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation (SemEval 2012) · no summary yetDiarmuid Ó Séaghdha, Anna Korhonen2012 · 19 citations
35. “Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations?Findings of the Association for Computational LinguisticsBeiduo Chen, Xinpeng Wang, Siyao Peng, et al.2024 · 18 citations
36. Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog SystemsTransactions of the Association for Computational Linguistics (TACL)Songbo Hu, Han Zhou, Mete Hergul, et al.2023 · 17 citations
37. BioVerbNet: a large semantic-syntactic classification of verbs in biomedicine ↗Journal of Biomedical Semantics · no summary yetOlga Majewska et al.2021 · 16 citations
38. Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet?Transactions of the Association for Computational Linguistics (TACL)Evgeniia Razumovskaia, Ivan Vulić, Anna Korhonen2025 · 15 citations
39. A Large-Scale Extension of VerbNet with Novel Verb Classes ↗Dialnet (Universidad de la Rioja) · no summary yetKarin Kipper et al.2006 · 15 citations
40. A neural classification method for supporting the creation of BioVerbNet ↗Journal of Biomedical Semantics · no summary yetBilly Chiu et al.2019 · 13 citations
41. Automatic Classification of English Verbs Using Rich Syntactic Features ↗Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-II · no summary yetLin Sun, Anna Korhonen, Yuval Krymolowski2008 · 13 citations
42. Verb Clustering for Brazilian Portuguese ↗Lecture notes in computer science · no summary yetCarolina Scarton et al.2014 · 12 citations
43. Explainability and Interpretability of Multilingual Large Language Models: A SurveyConference on Empirical Methods in Natural Language Processing (EMNLP)Lucas Resck, Isabelle Augenstein, Anna Korhonen2025 · 11 citations
44. A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLIFindings of the Association for Computational LinguisticsBeiduo Chen, Siyao Peng, Anna Korhonen, et al.2025 · 9 citations
45. Enhancing biomedical word embeddings by retrofitting to verb clusters ↗Proceedings of the 18th BioNLP Workshop and Shared Task · no summary yetBilly Chiu et al.2019 · 7 citations
46. Analyzing the Effect of Linguistic Instructions on Paraphrase Generation ↗Proceedings of the Joint 25th Nordic Conference on Computational Linguistics and 11th Baltic Conference on Human Language Technologies (NoDaLiDa/Baltic-HLT 2025) · no summary yetTeemu Vahtola et al.2025 · 2 citations
47. Can VLMs Predict Future States? Bootstrapping World Models from Inverse DynamicsFindings of the Association for Computational LinguisticsYifu Qiu, Yftah Ziser, Anna Korhonen, et al.2026
48. How Far Can Bias Go? Tracing Bias from Pre-Training Data to AlignmentLanguage Resources and Evaluation Conference (LREC)Marion Thaler, Abdullatif Köksal, Alina Leidinger, et al.2026

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