Search Results for author: Jesús Vilares

Found 2 papers, 1 papers with code

Towards robust word embeddings for noisy texts

2 code implementations25 Nov 2019 Yerai Doval, Jesús Vilares, Carlos Gómez-Rodríguez

Research on word embeddings has mainly focused on improving their performance on standard corpora, disregarding the difficulties posed by noisy texts in the form of tweets and other types of non-standard writing from social media.

Word Embeddings

On the performance of phonetic algorithms in microtext normalization

no code implementations4 Feb 2024 Yerai Doval, Manuel Vilares, Jesús Vilares

As an answer, microtext normalization consists in transforming those non-standard microtexts into standard well-written texts as a preprocessing step, allowing traditional approaches to continue with their usual processing.

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