480 citations · 609 across the 7 of their papers we have counts for
3 papers · 1 filter
The performance evaluation of Multi-representation in the Deep Learning models for Relation Extraction Task
Jefferson A. Peña Torres, Raul Ernesto Gutierrez, Victor A. Bucheli +1
Single implementing, concatenating, adding or replacing of the representations has yielded significant improvements on many NLP tasks. Mainly in Relation Extraction where static, c…
Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media
Gustavo Aguilar, A. Pastor López-Monroy, Fabio A. González +1
Recognizing named entities in a document is a key task in many NLP applications. Although current state-of-the-art approaches to this task reach a high performance on clean text (e…
Quantum Latent Semantic Analysis
Fabio A. González, Juan C. Caicedo
The main goal of this paper is to explore latent topic analysis (LTA), in the context of quantum information retrieval. LTA is a valuable technique for document analysis and repres…