Ekaterina Shutova, Lin Sun, Dario Gutierrez, Patricia Lichtenstein and Srini Narayanan. 2017. Multilingual Metaphor Processing: Experiments with Semi-supervised and Unsupervised Learning. Computational Linguistics, 43(1): 71-123.

Luana Bulat, Stephen Clark and Ekaterina Shutova. 2017. Modelling metaphor with attribute-based semantics. In Proceedings of EACL 2017, Valencia, Spain.

Patricia Lichtenstein and Ekaterina Shutova. 2017. Metaphor congruent image schemas shape evaluative judgment: a cross-linguistic study of metaphors for economic change. In Proceedings of CogSci 2017, London, UK

Ekaterina Shutova, Andreas Wundsam and Helen Yannakoudakis. 2017. Semantic frames and visual scenes: Learning semantic role inventories from image and video descriptions. In Proceedings of *SEM 2017, Vancouver, Canada.

Luana Bulat, Stephen Clark and Ekaterina Shutova. 2017. Speaking, Seeing, Understanding: Correlating semantics models with conceptual representation in the brainIn Proceedings of EMNLP 2017, Copenhagen, Denmark.

Marek Rei, Luana Bulat, Douwe Kiela and Ekaterina Shutova. 2017. Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection. In Proceedings of EMNLP 2017, Copenhagen, Denmark.

Ekaterina Kochmar and Ekaterina Shutova. 2017. Modelling semantic acquisition in second language learning. In Proceedings of EMNLP 2017 Workshop on Innovative Use of NLP for Building Educational Applications, Copenhagen, Denmark.


Book! Tony Veale, Ekaterina Shutova and Beata Beigman Klebanov. 2016. Metaphor: A Computational Perspective. Synthesis Lectures on Human Language Technologies. Edited by Graeme Hirst. Morgan & Claypool, USA.

Ekaterina Shutova, Douwe Kiela and Jean Maillard. 2016. Black Holes and White Rabbits: Metaphor Identification with Visual Features. In Proceedings of NAACL-HLT 2016, San Diego, CA, 2016. Runner up for Best Paper Award

Dario Gutierrez, Ekaterina Shutova, Patricia Lichtenstein, Gerard de Melo and Luca Gilardi. 2016. Detecting Cross-cultural Differences Using a Multilingual Topic Model. Transactions of the Association for Computational Linguistics (TACL), 4: 47-60. Presented at ACL 2016.

Ekaterina Kochmar and Ekaterina Shutova. 2016. Cross-Lingual Lexico-Semantic Transfer in Language Learning. In Proceedings of ACL 2016, Berlin, Germany.

Dario Gutierrez, Ekaterina Shutova, Tyler Marghetis and Benjamin Bergen. 2016. Literal and Metaphorical Senses in Compositional Distributional Semantic Models. In Proceedings of ACL 2016, Berlin, Germany.

Beata Beigman Klebanov, Chee Wee Leong, Dario Gutierrez, Ekaterina Shutova and Michael Flor. 2016. Semantic classifications for detection of verb metaphors. In Proceedings of ACL 2016 (short papers), Berlin, Germany.

Saif Mohammad, Ekaterina Shutova and Peter Turney. 2016. Metaphor as a Medium for Emotion: An Empirical Study. In Proceedings of *SEM 2016, Berlin, Germany.

Ekaterina Shutova and Patricia Lichtenstein. 2016. Psychologically Motivated Text Mining. In arXiv e-prints, abs/1609.09019.

Beata Beigman Klebanov, Ekaterina Shutova and Patricia Lichtenstein (editors). 2016. Proceedings of NAACL 2016 Workshop on Metaphor in NLP. San Diego, CA.


Ekaterina Shutova. 2015. Design and Evaluation of Metaphor Processing Systems. Computational Linguistics, 41(4): 579-623.

Ekaterina Shutova, Niket Tandon and Gerard de Melo 2015. Perceptually grounded selectional preferences. In Proceedings of ACL 2015, Beijing, China.

Ekaterina Shutova. 2015. Annotation of Linguistic and Conceptual Metaphor. In the Handbook of Linguistic Annotation. Edited by Nancy Ide and James Pustejovsky. Springer.

Aniruddha Ghosh, Guofu Li, Tony Veale, Paolo Rosso, Ekaterina Shutova, John Barnden, Antonio Reyes 2015. SemEval-2015 Task 11: Sentiment Analysis of Figurative Language in Twitter. In Proceedings of SemEval 2015, Denver, CO.

Ekaterina Shutova, Beata Beigman Klebanov and Patricia Lichtenstein (editors) 2015. Proceedings of NAACL 2015 Workshop on Metaphor in NLP. Denver, CO.


Ekaterina Shutova and Tony Veale. 2014. Computational Modelling of Metaphor. Tutorial notes. In Proceedings of EACL 2014, Gothenburg, Sweden.

Beata Beigman Klebanov, Ekaterina Shutova and Patricia Lichtenstein (editors) 2014. Proceedings of ACL 2014 Workshop on Metaphor in NLP. Baltimore, MD.


Ekaterina Shutova, Simone Teufel and Anna Korhonen. 2013. Statistical Metaphor ProcessingComputational Linguistics, 39(2).

Ekaterina Shutova. 2013. Metaphor Identification as Interpretation. In Proceedings of *SEM 2013, Atlanta, GA.

Ekaterina Shutova and Lin Sun. 2013. Unsupervised Metaphor Identification using Hierarchical Graph Factorization Clustering. In Proceedings of NAACL-HLT 2013, Atlanta, GA.

Ekaterina Shutova, Jakub Kaplan, Simone Teufel and Anna Korhonen, 2013. A Computational Model of Logical Metonymy, ACM Transactions on Speech and Language Processing (TSLP), 10(3).

Danushka Bollegala and Ekaterina Shutova. 2013. Metaphor Interpretation using Paraphrases Extracted from the Web, PLoS ONE 8(9): e74304. doi:10.1371/journal.pone.0074304

Ekaterina Shutova, Barry Devereux and Anna Korhonen. 2013. Conceptual Metaphor Theory Meets the Data: A Corpus-based Human Annotation Study. Language Resources and Evaluation, 47(2) , DOI 10.1007/s10579-013-9238-z.

Ekaterina Shutova, Beata Beigman Klebanov, Joel Tetrault and Zornitsa Kozareva (eds.) 2013. Proceedings of NAACL-HLT 2013 Workshop on Metaphor in NLP. Atlanta, GA.


Ekaterina Shutova, Tim Van de Cruys and Anna Korhonen. 2012. Unsupervised Metaphor Paraphrasing Using a Vector Space Model, In Proceedings of COLING 2012, Mumbai, India.

Joseph Bonneau and Ekaterina Shutova. 2012. Linguistic properties of multi-word passphrases. USEC'12: Workshop on Usable Security, Kralendijk, Bonaire, The Netherlands. Featured in The Economist, March 24th 2012 Issue


Ekaterina Shutova. 2011. Computational approaches to figurative language. PhD thesis, Computer Laboratory, University of Cambridge, UK.


Ekaterina Shutova, Lin Sun and Anna Korhonen. 2010. Metaphor Identification Using Verb and Noun Clustering. In Proceedings of COLING 2010, Beijing, China.

Ekaterina Shutova. 2010. Models of Metaphor in NLP. In Proceedings of ACL 2010, Uppsala, Sweden.

Ekaterina Shutova and Simone Teufel. 2010. Metaphor Corpus Annotated for Source - Target Domain Mappings. In Proceedings of LREC 2010, Valetta, Malta.

Ekaterina Shutova. 2010. Automatic Metaphor Interpretation as a Paraphrasing Task. In Proceedings of NAACL 2010, Los Angeles, USA.


Ekaterina Shutova and Simone Teufel. 2009. Logical Metonymy: Discovering Classes of Meanings. In Proceedings of the CogSci 2009 Workshop on Semantic Space Models. Amsterdam, Holland.

Ekaterina Shutova. 2009. Sense-based Interpretation of Logical Metonymy Using a Statistical Method. In Proceedings of the 47th Annual Meeting of the Association for Computational Linguistics (Student Workshop), Singapore.