112 citations · 118 across the 6 of their papers we have counts for
3 papers · 1 filter
From Imitation to Prediction, Data Compression vs Recurrent Neural Networks for Natural Language Processing
Juan Andrés Laura, Gabriel Masi, Luis Argerich
In recent studies [1][13][12] Recurrent Neural Networks were used for generative processes and their surprising performance can be explained by their ability to create good predict…
Hash2Vec, Feature Hashing for Word Embeddings
Luis Argerich, Joaquín Torré Zaffaroni, Matías J Cano
In this paper we propose the application of feature hashing to create word embeddings for natural language processing. Feature hashing has been used successfully to create document…
Variations of the Similarity Function of TextRank for Automated Summarization
Federico Barrios, Federico López, Luis Argerich +1
This article presents new alternatives to the similarity function for the TextRank algorithm for automatic summarization of texts. We describe the generalities of the algorithm and…