Context-aware sentence categorisation: word mover’s distance and character-level convolutional recurrent neural network

Context-aware sentence categorisation: word mover’s distance and character-level convolutional recurrent neural network

Supervised k nearest neighbour and unsupervised hierarchical agglomerative clustering algorithm can be enhanced through word mover’s distance-based sentence distance metric to offer superior context-aware sentence categorisation performance. Advanced neural network-oriented classifier is able to ach...

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Bibliographic Details
Main Author: Fu, Xinyu
Format: Thesis (University of Nottingham only)
Language:English
Published: 2018
Subjects:
Sentence Categorisation; Word Mover's Distance; Convolutional Neural Network; Recurrent Neural Network; Sentence Similarity; Sentence Distance
Online Access:https://eprints.nottingham.ac.uk/52054/

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