Ekaterina Shutova

Most-cited papers

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb +446 more
2022arXiv.org2,702 citations
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SemEval-2015 Task 11: Sentiment Analysis of Figurative Language in Twitter
Aniruddha Ghosh, Guofu Li, T. Veale, Paolo Rosso +3 more
2015International Workshop on Semantic Evaluation236 citations Open access
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Metaphor as a Medium for Emotion: An Empirical Study
Saif M. Mohammad, Ekaterina Shutova, Peter D. Turney
2016International Workshop on Semantic Evaluation224 citations Open access
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Metaphor Identification Using Verb and Noun Clustering
Ekaterina Shutova, Lin Sun, A. Korhonen
2010International Conference on Computational Linguistics215 citations
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Black Holes and White Rabbits: Metaphor Identification with Visual Features
Ekaterina Shutova, Douwe Kiela, Jean Maillard
2016North American Chapter of the Association for Computational Linguistics209 citations Open access
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Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing
E. Ponti, Helen O'Horan, Y. Berzak, Ivan Vulic +4 more
2018Computational Linguistics165 citations Open access
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Statistical Metaphor Processing
Ekaterina Shutova, Simone Teufel, A. Korhonen
2013International Conference on Computational Logic156 citations Open access
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Metaphor Corpus Annotated for Source - Target Domain Mappings
Ekaterina Shutova, Simone Teufel
2010International Conference on Language Resources and Evaluation131 citations Open access
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Models of Metaphor in NLP
Ekaterina Shutova
2010Annual Meeting of the Association for Computational Linguistics127 citations
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A Multimodal Framework for the Detection of Hateful Memes
Phillip Lippe, Nithin Holla, Shantanu Chandra, S. Rajamanickam +3 more
2020arXiv.org111 citations
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Design and Evaluation of Metaphor Processing Systems
Ekaterina Shutova
2015International Conference on Computational Logic109 citations Open access
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Automatic Metaphor Interpretation as a Paraphrasing Task
Ekaterina Shutova
2010North American Chapter of the Association for Computational Linguistics107 citations
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A Report on the 2018 VUA Metaphor Detection Shared Task
C. Leong, Beata Beigman Klebanov, Ekaterina Shutova
2018Fig-Lang@NAACL-HLT99 citations Open access
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Author Profiling for Abuse Detection
Pushkar Mishra, Marco Del Tredici, H. Yannakoudakis, Ekaterina Shutova
2018International Conference on Computational Linguistics96 citations
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Tackling Online Abuse: A Survey of Automated Abuse Detection Methods
Pushkar Mishra, H. Yannakoudakis, Ekaterina Shutova
2019arXiv.org93 citations
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Abusive Language Detection with Graph Convolutional Networks
Pushkar Mishra, Marco Del Tredici, H. Yannakoudakis, Ekaterina Shutova
2019North American Chapter of the Association for Computational Linguistics85 citations Open access
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Modelling the interplay of metaphor and emotion through multitask learning
Verna Dankers, Marek Rei, Martha Lewis, Ekaterina Shutova
2019Conference on Empirical Methods in Natural Language Processing75 citations Open access
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Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection
Marek Rei, Luana Bulat, Douwe Kiela, Ekaterina Shutova
2017Conference on Empirical Methods in Natural Language Processing75 citations Open access
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Linguistic Properties of Multi-word Passphrases
Joseph Bonneau, Ekaterina Shutova
2012Financial Cryptography Workshops75 citations
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Literal and Metaphorical Senses in Compositional Distributional Semantic Models
E. Gutiérrez, Ekaterina Shutova, T. Marghetis, Benjamin K. Bergen
2016Annual Meeting of the Association for Computational Linguistics68 citations Open access
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The Hateful Memes Challenge: Competition Report
D. Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami +21 more
2020Neural Information Processing Systems66 citations
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Neural Character-based Composition Models for Abuse Detection
Pushkar Mishra, H. Yannakoudakis, Ekaterina Shutova
2018Workshop on Abusive Language Online65 citations Open access
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Joint Modelling of Emotion and Abusive Language Detection
S. Rajamanickam, Pushkar Mishra, H. Yannakoudakis, Ekaterina Shutova
2020Annual Meeting of the Association for Computational Linguistics63 citations Open access
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Semantic classifications for detection of verb metaphors
Beata Beigman Klebanov, C. Leong, E. Gutiérrez, Ekaterina Shutova +1 more
2016Annual Meeting of the Association for Computational Linguistics63 citations Open access
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Unsupervised Metaphor Identification Using Hierarchical Graph Factorization Clustering
Ekaterina Shutova, Lin Sun
2013North American Chapter of the Association for Computational Linguistics58 citations
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Modelling metaphor with attribute-based semantics
Luana Bulat, S. Clark, Ekaterina Shutova
2017Conference of the European Chapter of the Association for Computational Linguistics57 citations Open access
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Multilingual Metaphor Processing: Experiments with Semi-Supervised and Unsupervised Learning
Ekaterina Shutova, Lin Sun, Elkin Darío Gutiérrez, Patricia Lichtenstein +1 more
2017Computational Linguistics55 citations Open access
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Recent advances in neural metaphor processing: A linguistic, cognitive and social perspective
Xiao Tong, Ekaterina Shutova, Martha Lewis
2021North American Chapter of the Association for Computational Linguistics53 citations Open access
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The Pragmatics behind Politics: Modelling Metaphor, Framing and Emotion in Political Discourse
Pere-Lluís Huguet Cabot, Verna Dankers, David Abadi, A. Fischer +1 more
2020Findings53 citations Open access
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Computational approaches to figurative language
Ekaterina Shutova
201153 citations
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Graph-based Modeling of Online Communities for Fake News Detection
Shantanu Chandra, Pushkar Mishra, H. Yannakoudakis, Madhav Nimishakavi +2 more
2020arXiv.org52 citations
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Unsupervised Metaphor Paraphrasing using a Vector Space Model
Ekaterina Shutova, T. V. D. Cruys, A. Korhonen
2012International Conference on Computational Linguistics52 citations
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Ruddit: Norms of Offensiveness for English Reddit Comments
Rishav Hada, S. Sudhir, Pushkar Mishra, H. Yannakoudakis +2 more
2021Annual Meeting of the Association for Computational Linguistics47 citations Open access
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Metaphor: A Computational Perspective by Tony Veale, Ekaterina Shutova and Beata Beigman Klebanov
T. Veale, Ekaterina Shutova, Beata Beigman Klebanov, Graeme Hirst +1 more
2016International Conference on Computational Logic45 citations Open access
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Metaphor Interpretation Using Paraphrases Extracted from the Web
Danushka Bollegala, Ekaterina Shutova
2013PLoS ONE43 citations Open access
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What’s the Meaning of Superhuman Performance in Today’s NLU?
Simone Tedeschi, Johan Bos, T. Declerck, Jan Hajic +8 more
2023Annual Meeting of the Association for Computational Linguistics42 citations Open access
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Detecting Cross-Cultural Differences Using a Multilingual Topic Model
E. Gutiérrez, Ekaterina Shutova, Patricia Lichtenstein, Gerard de Melo +1 more
2016Transactions of the Association for Computational Linguistics42 citations Open access
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What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties
Rochelle Choenni, Ekaterina Shutova
2020arXiv.org41 citations
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Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions
Pere-Lluís Huguet Cabot, David Abadi, A. Fischer, Ekaterina Shutova
2021Conference of the European Chapter of the Association for Computational Linguistics32 citations Open access
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Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation
Nithin Holla, Pushkar Mishra, H. Yannakoudakis, Ekaterina Shutova
2020Findings32 citations Open access
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Multilingual and cross-lingual document classification: A meta-learning approach
Niels van der Heijden, H. Yannakoudakis, Pushkar Mishra, Ekaterina Shutova
2021Conference of the European Chapter of the Association for Computational Linguistics31 citations Open access
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Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain
Luana Bulat, S. Clark, Ekaterina Shutova
2017Conference on Empirical Methods in Natural Language Processing29 citations Open access
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How Metaphors Impact Political Discourse: A Large-Scale Topic-Agnostic Study Using Neural Metaphor Detection
Vinodkumar Prabhakaran, Marek Rei, Ekaterina Shutova
2021International Conference on Web and Social Media28 citations Open access
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Cross-Lingual Transfer with Language-Specific Subnetworks for Low-Resource Dependency Parsing
Rochelle Choenni, Dan Garrette, Ekaterina Shutova
2023Computational Linguistics27 citations Open access
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Investigating Language Relationships in Multilingual Sentence Encoders Through the Lens of Linguistic Typology
Rochelle Choenni, Ekaterina Shutova
2022Computational Linguistics26 citations Open access
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Metaphor Identification as Interpretation
Ekaterina Shutova
2013International Workshop on Semantic Evaluation26 citations
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Being neighbourly: Neural metaphor identification in discourse
Verna Dankers, Karan Malhotra, Gaurav Kudva, Volodymyr Medentsiy +1 more
2020FIGLANG25 citations Open access
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Meta-Learning with Sparse Experience Replay for Lifelong Language Learning
Nithin Holla, Pushkar Mishra, H. Yannakoudakis, Ekaterina Shutova
2020arXiv.org25 citations
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How do languages influence each other? Studying cross-lingual data sharing during LLM fine-tuning
Rochelle Choenni, Dan Garrette, Ekaterina Shutova
2023Conference on Empirical Methods in Natural Language Processing20 citations Open access
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Proceedings of The 12th International Workshop on Semantic Evaluation
M. Apidianaki, Saif M. Mohammad, Jonathan May, Ekaterina Shutova +2 more
201820 citations Open access
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