Aibek Makazhanov

Character-based feature extraction with LSTM networks for POS-tagging task

2016

In this paper we describe a work in progress on designing the continuous vector space word representations able to map unseen data adequately. We propose a LSTM-based feature extraction layer that reads in a sequence …

Character-based Deep Learning Models for Token and Sentence Segmentation

2017 · Nazarbayev University Repository (Nazarbayev University)

In this work we address the problems of sentence segmentation and tokenization. Informally the task of sentence segmentation involves splitting a given text into units that satisfy a certain definition (or a number of definitions) …