Ekaterina Shutova

According to our database1, Ekaterina Shutova authored at least 90 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Metaphor Understanding Challenge Dataset for LLMs.
CoRR, 2024

2023
Cross-Lingual Transfer with Language-Specific Subnetworks for Low-Resource Dependency Parsing.
Comput. Linguistics, September, 2023

Gradient-based Parameter Selection for Efficient Fine-Tuning.
CoRR, 2023

Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks.
CoRR, 2023

Do large language models solve verbal analogies like children do?
CoRR, 2023

How do languages influence each other? Studying cross-lingual data sharing during LLM fine-tuning.
CoRR, 2023

FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs.
CoRR, 2023

Probing LLMs for Joint Encoding of Linguistic Categories.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

The language of prompting: What linguistic properties make a prompt successful?
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Paper Bullets: Modeling Propaganda with the Help of Metaphor.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

K-hop neighbourhood regularization for few-shot learning on graphs: A case study of text classification.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

What's the Meaning of Superhuman Performance in Today's NLU?
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks.
CoRR, 2022

Learning New Tasks from a Few Examples with Soft-Label Prototypes.
CoRR, 2022

Investigating Language Relationships in Multilingual Sentence Encoders Through the Lens of Linguistic Typology.
Comput. Linguistics, 2022

Scientific and Creative Analogies in Pretrained Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
The User behind the Abuse: A Position on Ethics and Explainability.
CoRR, 2021

Towards a robust experimental framework and benchmark for lifelong language learning.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Recent advances in neural metaphor processing: A linguistic, cognitive and social perspective.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

How Metaphors Impact Political Discourse: A Large-Scale Topic-Agnostic Study Using Neural Metaphor Detection.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you?
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Multilingual and cross-lingual document classification: A meta-learning approach.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Episodic memory demands modulate novel metaphor use during event narration.
Proceedings of the 43th Annual Meeting of the Cognitive Science Society, 2021

MetaVR: Understanding metaphors in the mind and relation to emotion through immersive, spatial interaction.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Ruddit: Norms of Offensiveness for English Reddit Comments.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Decoding Brain Activity Associated with Literal and Metaphoric Sentence Comprehension using Distributional Semantic Models.
Trans. Assoc. Comput. Linguistics, 2020

A Multimodal Framework for the Detection of Hateful Memes.
CoRR, 2020

Cross-neutralising: Probing for joint encoding of linguistic information in multilingual models.
CoRR, 2020

What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties.
CoRR, 2020

Meta-Learning with Sparse Experience Replay for Lifelong Language Learning.
CoRR, 2020

Graph-based Modeling of Online Communities for Fake News Detection.
CoRR, 2020


Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

The Pragmatics behind Politics: Modelling Metaphor, Framing and Emotion in Political Discourse.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Modelling Brain Activity Associated with Metaphor Processing with Distributional Semantic Models.
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Joint Modelling of Emotion and Abusive Language Detection.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Being neighbourly: Neural metaphor identification in discourse.
Proceedings of the Second Workshop on Figurative Language Processing, 2020

Modelling Form-Meaning Systematicity with Linguistic and Visual Features.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Tackling Online Abuse: A Survey of Automated Abuse Detection Methods.
CoRR, 2019

Author Profiling for Hate Speech Detection.
CoRR, 2019

Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing.
Comput. Linguistics, 2019

Deconstructing multimodality: visual properties and visual context in human semantic processing.
Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019

CAMsterdam at SemEval-2019 Task 6: Neural and graph-based feature extraction for the identification of offensive tweets.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Learning Outside the Box: Discourse-level Features Improve Metaphor Identification.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Abusive Language Detection with Graph Convolutional Networks.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Modelling the interplay of metaphor and emotion through multitask learning.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Decoding Affirmative and Negated Action-Related Sentences in the Brain with Distributional Semantic Models.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Modeling Affirmative and Negated Action Processing in the Brain with Lexical and Compositional Semantic Models.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
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, 2018

Author Profiling for Abuse Detection.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

A Report on the 2018 VUA Metaphor Detection Shared Task.
Proceedings of the Workshop on Figurative Language Processing, 2018

Neural Character-based Composition Models for Abuse Detection.
Proceedings of the 2nd Workshop on Abusive Language Online, 2018

2017
Multilingual Metaphor Processing: Experiments with Semi-Supervised and Unsupervised Learning.
Comput. Linguistics, 2017

Semantic Frames and Visual Scenes: Learning Semantic Role Inventories from Image and Video Descriptions.
Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, 2017

Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Modelling metaphor with attribute-based semantics.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Metaphor congruent image schemas shape evaluative judgment: a cross-linguistic study of metaphors for economic change.
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Modelling semantic acquisition in second language learning.
Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017

2016
Metaphor: A Computational Perspective
Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02160-2, 2016

Detecting Cross-cultural Differences Using a Multilingual Topic Model.
Trans. Assoc. Comput. Linguistics, 2016

Psychologically Motivated Text Mining.
CoRR, 2016

Metaphor as a Medium for Emotion: An Empirical Study.
Proceedings of the Fifth Joint Conference on Lexical and Computational Semantics, 2016

Black Holes and White Rabbits: Metaphor Identification with Visual Features.
Proceedings of the NAACL HLT 2016, 2016

Cross-Lingual Lexico-Semantic Transfer in Language Learning.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Semantic classifications for detection of verb metaphors.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Literal and Metaphorical Senses in Compositional Distributional Semantic Models.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Design and Evaluation of Metaphor Processing Systems.
Comput. Linguistics, 2015

SemEval-2015 Task 11: Sentiment Analysis of Figurative Language in Twitter.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Perceptually Grounded Selectional Preferences.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2013
A computational model of logical metonymy.
ACM Trans. Speech Lang. Process., 2013

Conceptual metaphor theory meets the data: a corpus-based human annotation study.
Lang. Resour. Evaluation, 2013

Statistical Metaphor Processing.
Comput. Linguistics, 2013

Metaphor Identification as Interpretation.
Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013

Unsupervised Metaphor Identification Using Hierarchical Graph Factorization Clustering.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

2012
Linguistic Properties of Multi-word Passphrases.
Proceedings of the Financial Cryptography and Data Security, 2012

Unsupervised Metaphor Paraphrasing using a Vector Space Model.
Proceedings of the COLING 2012, 2012

2011
Computational approaches to figurative language.
PhD thesis, 2011

2010
Automatic Metaphor Interpretation as a Paraphrasing Task.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Metaphor Corpus Annotated for Source - Target Domain Mappings.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Metaphor Identification Using Verb and Noun Clustering.
Proceedings of the COLING 2010, 2010

Models of Metaphor in NLP.
Proceedings of the ACL 2010, 2010

2009
Sense-based Interpretation of Logical Metonymy Using a Statistical Method.
Proceedings of the ACL 2009, 2009


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