A survey on computational metaphor processing

S Rai, S Chakraverty - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
In the last decade, the problem of computational metaphor processing has garnered
immense attention from the domains of computational linguistics and cognition. A wide …

Explainable metaphor identification inspired by conceptual metaphor theory

M Ge, R Mao, E Cambria - Proceedings of the AAAI conference on …, 2022 - ojs.aaai.org
Metaphor is not only a linguistic phenomenon but also reflects the concept projection
between source and target domains in human cognition. Previous sequence tagging-based …

[PDF][PDF] Semeval-2015 task 11: Sentiment analysis of figurative language in twitter

A Ghosh, G Li, T Veale, P Rosso… - Proceedings of the …, 2015 - aclanthology.org
This report summarizes the objectives and evaluation of the SemEval 2015 task on the
sentiment analysis of figurative language on Twitter (Task 11). This is the first sentiment …

[PDF][PDF] Black holes and white rabbits: Metaphor identification with visual features

E Shutova, D Kiela, J Maillard - … of the 2016 conference of the …, 2016 - aclanthology.org
Metaphor is pervasive in our communication, which makes it an important problem for
natural language processing (NLP). Numerous approaches to metaphor processing have …

MelBERT: Metaphor detection via contextualized late interaction using metaphorical identification theories

M Choi, S Lee, E Choi, H Park, J Lee, D Lee… - arxiv preprint arxiv …, 2021 - arxiv.org
Automated metaphor detection is a challenging task to identify metaphorical expressions of
words in a sentence. To tackle this problem, we adopt pre-trained contextualized models …

[PDF][PDF] Metaphor detection with cross-lingual model transfer

Y Tsvetkov, L Boytsov, A Gershman… - Proceedings of the …, 2014 - aclanthology.org
We show that it is possible to reliably discriminate whether a syntactic construction is meant
literally or metaphorically using lexical semantic features of the words that participate in the …

MERMAID: Metaphor generation with symbolism and discriminative decoding

T Chakrabarty, X Zhang, S Muresan, N Peng - arxiv preprint arxiv …, 2021 - arxiv.org
Generating metaphors is a challenging task as it requires a proper understanding of abstract
concepts, making connections between unrelated concepts, and deviating from the literal …

Statistical metaphor processing

E Shutova, S Teufel, A Korhonen - Computational Linguistics, 2013 - direct.mit.edu
Metaphor is highly frequent in language, which makes its computational processing
indispensable for real-world NLP applications addressing semantic tasks. Previous …

[КНИГА][B] Metaphor: A computational perspective

T Veale, E Shutova, BB Klebanov - 2022 - books.google.com
The literary imagination may take flight on the wings of metaphor, but hard-headed scientists
are just as likely as doe-eyed poets to reach for a metaphor when the descriptive need …

Idiomatic expression identification using semantic compatibility

Z Zeng, S Bhat - Transactions of the Association for Computational …, 2021 - direct.mit.edu
Idiomatic expressions are an integral part of natural language and constantly being added to
a language. Owing to their non-compositionality and their ability to take on a figurative or …