Ekaterina Shutova

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 94

Top Venues

CoRR

EMNLP (Findings)

ACL (1)

Comput. Linguistics

University of Cambridge, UK (PHD)

Education History

University of Cambridge, UK

PHD

Publications

Rochelle Choenni, Ekaterina Shutova, Dan Garrette
Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks. CoRR (2023)
Niels van der Heijden, Ekaterina Shutova, Helen Yannakoudakis
FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs. CoRR (2023)
Giulio Starace, Konstantinos Papakostas, Rochelle Choenni, Apostolos Panagiotopoulos, Matteo Rosati, Alina Leidinger, Ekaterina Shutova
Probing LLMs for Joint Encoding of Linguistic Categories. EMNLP (Findings) (2023)
Niels van der Heijden, Ekaterina Shutova, Helen Yannakoudakis
K-hop neighbourhood regularization for few-shot learning on graphs: A case study of text classification. EACL (2023)
Simone Tedeschi, Johan Bos, Thierry Declerck, Jan Hajic, Daniel Hershcovich, Eduard H. Hovy, Alexander Koller, Simon Krek, Steven Schockaert, Rico Sennrich, Ekaterina Shutova, Roberto Navigli
What's the Meaning of Superhuman Performance in Today's NLU? CoRR (2023)
Giulio Starace, Konstantinos Papakostas, Rochelle Choenni, Apostolos Panagiotopoulos, Matteo Rosati, Alina Leidinger, Ekaterina Shutova
Probing LLMs for Joint Encoding of Linguistic Categories. CoRR (2023)
Daniel Baleato Rodríguez, Verna Dankers, Preslav Nakov, Ekaterina Shutova
Paper Bullets: Modeling Propaganda with the Help of Metaphor. EACL (Findings) (2023)
Rochelle Choenni, Dan Garrette, Ekaterina Shutova
Cross-Lingual Transfer with Language-Specific Subnetworks for Low-Resource Dependency Parsing. Comput. Linguistics 49 (3) (2023)
Zhi Zhang, Helen Yannakoudakis, Xiantong Zhen, Ekaterina Shutova
CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension. EACL (Findings) (2023)
Zhi Zhang, Helen Yannakoudakis, Xiantong Zhen, Ekaterina Shutova
CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension. CoRR (2023)
Claire E. Stevenson, Mathilde ter Veen, Rochelle Choenni, Han L. J. van der Maas, Ekaterina Shutova
Do large language models solve verbal analogies like children do? CoRR (2023)
Alina Leidinger, Robert van Rooij, Ekaterina Shutova
The language of prompting: What linguistic properties make a prompt successful? EMNLP (Findings) (2023)
Rochelle Choenni, Dan Garrette, Ekaterina Shutova
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning. EMNLP (2023)
Rochelle Choenni, Dan Garrette, Ekaterina Shutova
How do languages influence each other? Studying cross-lingual data sharing during LLM fine-tuning. CoRR (2023)
Alina Leidinger, Robert van Rooij, Ekaterina Shutova
The language of prompting: What linguistic properties make a prompt successful? CoRR (2023)
Zhi Zhang, Qizhe Zhang, Zijun Gao, Renrui Zhang, Ekaterina Shutova, Shiji Zhou, Shanghang Zhang
Gradient-based Parameter Selection for Efficient Fine-Tuning. CoRR (2023)
Simone Tedeschi, Johan Bos, Thierry Declerck, Jan Hajic, Daniel Hershcovich, Eduard H. Hovy, Alexander Koller, Simon Krek, Steven Schockaert, Rico Sennrich, Ekaterina Shutova, Roberto Navigli
What's the Meaning of Superhuman Performance in Today's NLU? ACL (1) (2023)
Avyav Kumar Singh, Ekaterina Shutova, Helen Yannakoudakis
Learning New Tasks from a Few Examples with Soft-Label Prototypes. CoRR (2022)
Rochelle Choenni, Dan Garrette, Ekaterina Shutova
Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks. CoRR (2022)
Tamara Czinczoll, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova
Scientific and Creative Analogies in Pretrained Language Models. EMNLP (Findings) (2022)
Rochelle Choenni, Ekaterina Shutova
Investigating Language Relationships in Multilingual Sentence Encoders Through the Lens of Linguistic Typology. Comput. Linguistics 48 (3) (2022)
Anna Langedijk, Verna Dankers, Phillip Lippe, Sander Bos, Bryan Cardenas Guevara, Helen Yannakoudakis, Ekaterina Shutova
Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing. ACL (1) (2022)
Tamara Czinczoll, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova
Scientific and Creative Analogies in Pretrained Language Models. CoRR (2022)
Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
The User behind the Abuse: A Position on Ethics and Explainability. CoRR (2021)
Vinodkumar Prabhakaran, Marek Rei, Ekaterina Shutova
How Metaphors Impact Political Discourse: A Large-Scale Topic-Agnostic Study Using Neural Metaphor Detection. ICWSM (2021)
Rochelle Choenni, Ekaterina Shutova, Robert van Rooij
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? CoRR (2021)
Niels van der Heijden, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova
Multilingual and cross-lingual document classification: A meta-learning approach. CoRR (2021)
Vinodkumar Prabhakaran, Marek Rei, Ekaterina Shutova
How Metaphors Impact Political Discourse: A Large-Scale Topic-Agnostic Study Using Neural Metaphor Detection. CoRR (2021)
Rochelle Choenni, Ekaterina Shutova, Robert van Rooij
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? EMNLP (1) (2021)
Ying-Jun Du, Nithin Holla, Xiantong Zhen, Cees G. M. Snoek, Ekaterina Shutova
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation. CoRR (2021)
Xiaoyu Tong, Ekaterina Shutova, Martha Lewis
Recent advances in neural metaphor processing: A linguistic, cognitive and social perspective. NAACL-HLT (2021)
Anna Langedijk, Verna Dankers, Phillip Lippe, Sander Bos, Bryan Cardenas Guevara, Helen Yannakoudakis, Ekaterina Shutova
Meta-learning for fast cross-lingual adaptation in dependency parsing. CoRR (2021)
Ying-Jun Du, Nithin Holla, Xiantong Zhen, Cees Snoek, Ekaterina Shutova
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation. ACL/IJCNLP (1) (2021)
Pere-Lluís Huguet Cabot, David Abadi, Agneta Fischer, Ekaterina Shutova
Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions. CoRR (2021)
Vesna G. Djokic, Ekaterina Shutova, Rebecca Fiebrink
MetaVR: Understanding metaphors in the mind and relation to emotion through immersive, spatial interaction. CHI Extended Abstracts (2021)
Aman Hussain, Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
Towards a robust experimental framework and benchmark for lifelong language learning. NeurIPS Datasets and Benchmarks (2021)
Rishav Hada, Sohi Sudhir, Pushkar Mishra, Helen Yannakoudakis, Saif M. Mohammad, Ekaterina Shutova
Ruddit: Norms of Offensiveness for English Reddit Comments. ACL/IJCNLP (1) (2021)
Niels van der Heijden, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova
Multilingual and cross-lingual document classification: A meta-learning approach. EACL (2021)
Pere-Lluís Huguet Cabot, David Abadi, Agneta Fischer, Ekaterina Shutova
Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions. EACL (2021)
Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability. EMNLP (Findings) (2021)
Rishav Hada, Sohi Sudhir, Pushkar Mishra, Helen Yannakoudakis, Saif M. Mohammad, Ekaterina Shutova
Ruddit: Norms of Offensiveness for English Reddit Comments. CoRR (2021)
Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis
A Multimodal Framework for the Detection of Hateful Memes. CoRR (2020)
Vesna Djokic, Ekaterina Shutova
Modelling Brain Activity Associated with Metaphor Processing with Distributional Semantic Models. CogSci (2020)
Vesna Djokic, Jean Maillard, Luana Bulat, Ekaterina Shutova
Decoding Brain Activity Associated with Literal and Metaphoric Sentence Comprehension using Distributional Semantic Models. Trans. Assoc. Comput. Linguistics 8 (2020)
Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation. EMNLP (Findings) (2020)
Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Casey A. Fitzpatrick, Peter Bull, Greg Lipstein, Tony Nelli, Ron Zhu, Niklas Muennighoff, Riza Velioglu, Jewgeni Rose, Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis, Vlad Sandulescu, Umut Ozertem, Patrick Pantel, Lucia Specia, Devi Parikh
The Hateful Memes Challenge: Competition Report. NeurIPS (Competition and Demos) (2020)
Santhosh Rajamanickam, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
Joint Modelling of Emotion and Abusive Language Detection. ACL (2020)
Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation. CoRR (2020)
Pere-Lluís Huguet Cabot, Verna Dankers, David Abadi, Agneta Fischer, Ekaterina Shutova
The Pragmatics behind Politics: Modelling Metaphor, Framing and Emotion in Political Discourse. EMNLP (Findings) (2020)
Arie Soeteman, E. Dario Gutiérrez, Elia Bruni, Ekaterina Shutova
Modelling Form-Meaning Systematicity with Linguistic and Visual Features. AAAI (2020)
Rochelle Choenni, Ekaterina Shutova
What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties. CoRR (2020)
Santhosh Rajamanickam, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
Joint Modelling of Emotion and Abusive Language Detection. CoRR (2020)
Shantanu Chandra, Pushkar Mishra, Helen Yannakoudakis, Madhav Nimishakavi, Marzieh Saeidi, Ekaterina Shutova
Graph-based Modeling of Online Communities for Fake News Detection. CoRR (2020)
Niels van der Heijden, Samira Abnar, Ekaterina Shutova
A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings. AAAI (2020)
Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
Meta-Learning with Sparse Experience Replay for Lifelong Language Learning. CoRR (2020)
Verna Dankers, Karan Malhotra, Gaurav Kudva, Volodymyr Medentsiy, Ekaterina Shutova
Being neighbourly: Neural metaphor identification in discourse. Fig-Lang@ACL (2020)
Rochelle Choenni, Ekaterina Shutova
Cross-neutralising: Probing for joint encoding of linguistic information in multilingual models. CoRR (2020)
Vesna Djokic, Jean Maillard, Luana Bulat, Ekaterina Shutova
Modeling Affirmative and Negated Action Processing in the Brain with Lexical and Compositional Semantic Models. ACL (1) (2019)
Christopher Davis, Luana Bulat, Anita Lilla Vero, Ekaterina Shutova
Deconstructing multimodality: visual properties and visual context in human semantic processing. *SEM@NAACL-HLT (2019)
Niels van der Heijden, Samira Abnar, Ekaterina Shutova
A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings. CoRR (2019)
Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova
Abusive Language Detection with Graph Convolutional Networks. CoRR (2019)
Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. Comput. Linguistics 45 (3) (2019)
Guy Aglionby, Christopher Davis, Pushkar Mishra, Andrew Caines, Helen Yannakoudakis, Marek Rei, Ekaterina Shutova, Paula Buttery
CAMsterdam at SemEval-2019 Task 6: Neural and graph-based feature extraction for the identification of offensive tweets. SemEval@NAACL-HLT (2019)
Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova
Abusive Language Detection with Graph Convolutional Networks. NAACL-HLT (1) (2019)
Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova
Author Profiling for Hate Speech Detection. CoRR (2019)
Jesse Mu, Helen Yannakoudakis, Ekaterina Shutova
Learning Outside the Box: Discourse-level Features Improve Metaphor Identification. NAACL-HLT (1) (2019)
Jesse Mu, Helen Yannakoudakis, Ekaterina Shutova
Learning Outside the Box: Discourse-level Features Improve Metaphor Identification. CoRR (2019)
Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
Tackling Online Abuse: A Survey of Automated Abuse Detection Methods. CoRR (2019)
Vesna Djokic, Jean Maillard, Luana Bulat, Ekaterina Shutova
Decoding Affirmative and Negated Action-Related Sentences in the Brain with Distributional Semantic Models. CogSci (2019)
Verna Dankers, Marek Rei, Martha Lewis, Ekaterina Shutova
Modelling the interplay of metaphor and emotion through multitask learning. EMNLP/IJCNLP (1) (2019)
Tony Veale, Ekaterina Shutova, Beata Beigman Klebanov, Graeme Hirst, Carlo Strapparava
Metaphor: A Computational Perspective Tony Veale, Ekaterina Shutova, and Beata Beigman Klebanov (University College Dublin, University of Cambridge, Educational Testing Service)Morgan & Claypool (Synthesis Lectures on Human Language Technologies, edited by Graeme Hirst, volume 31), 2016, xi+148 pp; paperback, ISBN 9781627058506, $55.00; ebook, ISBN 9781627058513; doi: 10.2200/S00694ED1V01Y201601HLT031. Comput. Linguistics 44 (1) (2018)
Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova
Author Profiling for Abuse Detection. COLING (2018)
Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
Neural Character-based Composition Models for Abuse Detection. ALW (2018)
Chee Wee Leong, Beata Beigman Klebanov, Ekaterina Shutova
A Report on the 2018 VUA Metaphor Detection Shared Task. Fig-Lang@NAACL-HLT (2018)
Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. CoRR (2018)
Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
Neural Character-based Composition Models for Abuse Detection. CoRR (2018)
Ekaterina Shutova, Andreas Wundsam, Helen Yannakoudakis
Semantic Frames and Visual Scenes: Learning Semantic Role Inventories from Image and Video Descriptions. *SEM (2017)
Marek Rei, Luana Bulat, Douwe Kiela, Ekaterina Shutova
Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection. CoRR (2017)
Marek Rei, Luana Bulat, Douwe Kiela, Ekaterina Shutova
Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection. EMNLP (2017)
Ekaterina Kochmar, Ekaterina Shutova
Modelling semantic acquisition in second language learning. BEA@EMNLP (2017)
Patricia Lichtenstein, Ekaterina Shutova
Metaphor congruent image schemas shape evaluative judgment: a cross-linguistic study of metaphors for economic change. CogSci (2017)
Ekaterina Shutova, Lin Sun, E. Dario Gutiérrez, Patricia Lichtenstein, Srini Narayanan
Multilingual Metaphor Processing: Experiments with Semi-Supervised and Unsupervised Learning. Comput. Linguistics 43 (1) (2017)
Luana Bulat, Stephen Clark, Ekaterina Shutova
Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain. EMNLP (2017)
Luana Bulat, Stephen Clark, Ekaterina Shutova
Modelling metaphor with attribute-based semantics. EACL (2) (2017)
Beata Beigman Klebanov, Chee Wee Leong, E. Dario Gutiérrez, Ekaterina Shutova, Michael Flor
Semantic classifications for detection of verb metaphors. ACL (2) (2016)
Saif Mohammad, Ekaterina Shutova, Peter D. Turney
Metaphor as a Medium for Emotion: An Empirical Study. *SEM@ACL (2016)
Ekaterina Shutova, Douwe Kiela, Jean Maillard
Black Holes and White Rabbits: Metaphor Identification with Visual Features. HLT-NAACL (2016)
E. Dario Gutiérrez, Ekaterina Shutova, Patricia Lichtenstein, Gerard de Melo, Luca Gilardi
Detecting Cross-cultural Differences Using a Multilingual Topic Model. Trans. Assoc. Comput. Linguistics 4 (2016)
Ekaterina Kochmar, Ekaterina Shutova
Cross-Lingual Lexico-Semantic Transfer in Language Learning. ACL (1) (2016)
Ekaterina Shutova, Patricia Lichtenstein
Psychologically Motivated Text Mining. CoRR (2016)
E. Dario Gutiérrez, Ekaterina Shutova, Tyler Marghetis, Benjamin Bergen
Literal and Metaphorical Senses in Compositional Distributional Semantic Models. ACL (1) (2016)
Ekaterina Shutova
Design and Evaluation of Metaphor Processing Systems. Comput. Linguistics 41 (4) (2015)
Ekaterina Shutova, Niket Tandon, Gerard de Melo
Perceptually Grounded Selectional Preferences. ACL (1) (2015)
Aniruddha Ghosh, Guofu Li, Tony Veale, Paolo Rosso, Ekaterina Shutova, John A. Barnden, Antonio Reyes
SemEval-2015 Task 11: Sentiment Analysis of Figurative Language in Twitter. SemEval@NAACL-HLT (2015)
Ekaterina Shutova
Metaphor Identification as Interpretation. *SEM@NAACL-HLT (2013)
Ekaterina Shutova, Jakub Kaplan, Simone Teufel, Anna Korhonen
A computational model of logical metonymy. ACM Trans. Speech Lang. Process. 10 (3) (2013)
Ekaterina Shutova, Barry Devereux, Anna Korhonen
Conceptual metaphor theory meets the data: a corpus-based human annotation study. Lang. Resour. Evaluation 47 (4) (2013)
Ekaterina Shutova, Simone Teufel, Anna Korhonen
Statistical Metaphor Processing. Comput. Linguistics 39 (2) (2013)
Ekaterina Shutova, Lin Sun
Unsupervised Metaphor Identification Using Hierarchical Graph Factorization Clustering. HLT-NAACL (2013)
Joseph Bonneau, Ekaterina Shutova
Linguistic Properties of Multi-word Passphrases. Financial Cryptography Workshops (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ekaterina Shutova