A survey on computational metaphor processing
In the last decade, the problem of computational metaphor processing has garnered
immense attention from the domains of computational linguistics and cognition. A wide …
immense attention from the domains of computational linguistics and cognition. A wide …
Explainable metaphor identification inspired by conceptual metaphor theory
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 …
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
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 …
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
Metaphor is pervasive in our communication, which makes it an important problem for
natural language processing (NLP). Numerous approaches to metaphor processing have …
natural language processing (NLP). Numerous approaches to metaphor processing have …
MelBERT: Metaphor detection via contextualized late interaction using metaphorical identification theories
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 …
words in a sentence. To tackle this problem, we adopt pre-trained contextualized models …
[PDF][PDF] Metaphor detection with cross-lingual model transfer
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 …
literally or metaphorically using lexical semantic features of the words that participate in the …
MERMAID: Metaphor generation with symbolism and discriminative decoding
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 …
concepts, making connections between unrelated concepts, and deviating from the literal …
Statistical metaphor processing
Metaphor is highly frequent in language, which makes its computational processing
indispensable for real-world NLP applications addressing semantic tasks. Previous …
indispensable for real-world NLP applications addressing semantic tasks. Previous …
[КНИГА][B] Metaphor: A computational perspective
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 …
are just as likely as doe-eyed poets to reach for a metaphor when the descriptive need …
Idiomatic expression identification using semantic compatibility
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 …
a language. Owing to their non-compositionality and their ability to take on a figurative or …