Towards Robust Word Embeddings for Noisy Texts

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. In this work, we propose a simple extension to the skipgram model in...

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Bibliographic Details
Main Authors: Yerai Doval, Jesús Vilares, Carlos Gómez-Rodríguez
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/19/6893