Design and Evaluation of Metaphor Processing Systems

Autor: Ekaterina Shutova

Publikováno v: Computational Linguistics, Vol 41, Iss 4 (2023)

Externí odkaz: https://doaj.org/article/40bb119be8d146bab6c891a7916d13ae

Investigating Language Relationships in Multilingual Sentence Encoders Through the Lens of Linguistic Typology

Autor: Rochelle Choenni, Ekaterina Shutova

Publikováno v: Computational Linguistics, Vol 48, Iss 3 (2022)

Multilingual sentence encoders have seen much success in cross-lingual model transfer for downstream NLP tasks. The success of this transfer is, however, dependent on the model’s ability to encode the patterns of cross-lingual similarity and variat

Externí odkaz: https://doaj.org/article/2b8cb6e381104f02940f817654711dae

Multilingual Metaphor Processing: Experiments with Semi-Supervised and Unsupervised Learning

Autor: Ekaterina Shutova, Lin Sun, Elkin Darío Gutiérrez, Patricia Lichtenstein, Srini Narayanan

Publikováno v: Computational Linguistics, Vol 43, Iss 1 (2016)

Highly frequent in language and communication, metaphor represents a significant challenge for Natural Language Processing (NLP) applications. Computational work on metaphor has traditionally evolved around the use of hand-coded knowledge, making the

Externí odkaz: https://doaj.org/article/f851d1ded5cd47c69348a61e12ed5bcd

A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings

Autor: Niels van der Heijden, Samira Abnar, Ekaterina Shutova

Publikováno v: AAAI
AAAI-20, IAAI-20, EAAI-20 proceedings: Thirty-Fourth AAAI Conference on Artificial Intelligence, Thirty-Second Conference on Innovative Applications of Artificial Intelligence, The Tenth Symposium on Educational Advances in Artificial Intelligence : February 7–12th, 2020, New York Hilton Midtown, New York, New York, USA, 5, 9090-9097

The lack of annotated data in many languages is a well-known challenge within the field of multilingual natural language processing (NLP). Therefore, many recent studies focus on zero-shot transfer learning and joint training across languages to over

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::940017f1fbbdc161c9dde825480a9639
https://doi.org/10.1609/aaai.v34i05.6443

MetaVR: Understanding metaphors in the mind and relation to emotion through immersive, spatial interaction

Autor: Rebecca Fiebrink, Vesna G. Djokic, Ekaterina Shutova

Publikováno v: CHI Extended Abstracts

Metaphorical thinking acts as a bridge between embodiment and abstraction and helps to flexibly organize human knowledge and behavior. Yet its role in embodied human-computer interface de- sign, and its potential for supporting goals such as self-awa

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::17eaf8a7b5c392589904a263e1befa04
https://research.gold.ac.uk/id/eprint/29800/1/DjokicShutovaFiebrink_CHI2021Interactivity.pdf