← Authors

Ekaterina Shutova

68 papers · 2009–2026 · 10 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (16) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (93) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (8) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (10) 🐺 Lone Wolf (4) 🀝 Dynamic Duo (17) πŸ”¬ Deep Specialist (11) 🧬 Topic Evolution πŸ† Keyword Champion (7) ❓ The Questioner (7) πŸ—ƒοΈ Keyword Collector (217) ⚑ Prolific Year (6) πŸ”₯ Unstoppable (11) πŸ’Ž Century Club (67) πŸ“ˆ Trend Setter

Conferences

ACL (18) EMNLP (14) NAACL (12) EACL (7) IJCNLP (5) SEMEVAL (4) COLING (3) AAAI (2) CVPR (2) CONLL (1)

Top co-authors

Helen Yannakoudakis (17) Pushkar Mishra (12) Rochelle Choenni (10) Verna Dankers (6) Zhi Zhang (5) Saif M. Mohammad (4) Marek Rei (4) Luana Bulat (4) Martha Lewis (4) Beata Beigman Klebanov (3)

Keywords

text classification (10) few-shot learning (9) large language model (7) metaphor identification (7) natural language processing (6) sentiment analysis (5) transfer learning (4) metaphor detection (4) natural language understanding (3) multimodal learning (3) word sense disambiguation (3) pretrained language model (3) multilingual language model (3) offensive language detection (3) multi-task learning (3) abusive language detection (3) community detection (3) fine-grained classification (2) part-of-speech tagging (2) multitask learning (2)

Papers

Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning EACL 2026
Cross-modal Information Flow in Multimodal Large Language Models CVPR 2025
Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning NAACL 2025
Do large language models solve verbal analogies like children do? CONLL 2025
NeuroAda: Activating Each Neuron’s Potential for Parameter-Efficient Fine-Tuning EMNLP 2025
An Empirical Analysis of Machine Translation for Expanding Multilingual Benchmarks EMNLP 2025
Beyond Words: Exploring Cultural Value Sensitivity in Multimodal Models NAACL 2025
Do large language models solve verbal analogies like children do? ACL 2025
Learning New Tasks from a Few Examples with Soft-Label Prototypes ACL 2024
Gradient-based Parameter Selection for Efficient Fine-Tuning CVPR 2024
The Echoes of Multilinguality: Tracing Cultural Value Shifts during Language Model Fine-tuning ACL 2024
A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection NAACL 2024
Are LLMs classical or nonmonotonic reasoners? Lessons from generics ACL 2024
Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks NAACL 2024
Metaphor Understanding Challenge Dataset for LLMs ACL 2024
Probing LLMs for Joint Encoding of Linguistic Categories EMNLP 2023
What’s the Meaning of Superhuman Performance in Today’s NLU? ACL 2023
The language of prompting: What linguistic properties make a prompt successful? EMNLP 2023
K-hop neighbourhood regularization for few-shot learning on graphs: A case study of text classification EACL 2023
Paper Bullets: Modeling Propaganda with the Help of Metaphor EACL 2023
CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension EACL 2023
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning EMNLP 2023
Scientific and Creative Analogies in Pretrained Language Models EMNLP 2022
Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing ACL 2022
Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability EMNLP 2021
Multilingual and cross-lingual document classification: A meta-learning approach EACL 2021
Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions EACL 2021
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation ACL 2021
Ruddit: Norms of Offensiveness for English Reddit Comments ACL 2021
Ruddit: Norms of Offensiveness for English Reddit Comments IJCNLP 2021
Recent advances in neural metaphor processing: A linguistic, cognitive and social perspective NAACL 2021
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation IJCNLP 2021
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? EMNLP 2021
Modelling Form-Meaning Systematicity with Linguistic and Visual Features AAAI 2020
A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings AAAI 2020
Joint Modelling of Emotion and Abusive Language Detection ACL 2020
Being neighbourly: Neural metaphor identification in discourse ACL 2020
The Pragmatics behind Politics: Modelling Metaphor, Framing and Emotion in Political Discourse EMNLP 2020
Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation EMNLP 2020
Modelling the interplay of metaphor and emotion through multitask learning EMNLP 2019
CAMsterdam at SemEval-2019 Task 6: Neural and graph-based feature extraction for the identification of offensive tweets SEMEVAL 2019
Proceedings of the 13th International Workshop on Semantic Evaluation SEMEVAL 2019
Modelling the interplay of metaphor and emotion through multitask learning IJCNLP 2019
Abusive Language Detection with Graph Convolutional Networks NAACL 2019
Modeling Affirmative and Negated Action Processing in the Brain with Lexical and Compositional Semantic Models ACL 2019
Learning Outside the Box: Discourse-level Features Improve Metaphor Identification NAACL 2019
Proceedings of the Workshop on Figurative Language Processing NAACL 2018
Proceedings of the 12th International Workshop on Semantic Evaluation SEMEVAL 2018
Neural Character-based Composition Models for Abuse Detection EMNLP 2018
Author Profiling for Abuse Detection COLING 2018
A Report on the 2018 VUA Metaphor Detection Shared Task NAACL 2018
Modelling metaphor with attribute-based semantics EACL 2017
Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection EMNLP 2017
Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain EMNLP 2017
Black Holes and White Rabbits: Metaphor Identification with Visual Features NAACL 2016
Semantic classifications for detection of verb metaphors ACL 2016
Cross-Lingual Lexico-Semantic Transfer in Language Learning ACL 2016
Literal and Metaphorical Senses in Compositional Distributional Semantic Models ACL 2016
SemEval-2015 Task 11: Sentiment Analysis of Figurative Language in Twitter SEMEVAL 2015
Perceptually Grounded Selectional Preferences IJCNLP 2015
Perceptually Grounded Selectional Preferences ACL 2015
Unsupervised Metaphor Identification Using Hierarchical Graph Factorization Clustering NAACL 2013
Unsupervised Metaphor Paraphrasing using a Vector Space Model COLING 2012
Metaphor Identification Using Verb and Noun Clustering COLING 2010
Models of Metaphor in NLP ACL 2010
Automatic Metaphor Interpretation as a Paraphrasing Task NAACL 2010
Sense-based Interpretation of Logical Metonymy Using a Statistical Method IJCNLP 2009
Sense-based Interpretation of Logical Metonymy Using a Statistical Method ACL 2009