A Neural Local Coherence Model

A Neural Local Coherence Model

<p dir="ltr">We propose a local coherence model based on a convolutional neural network that operates over the entity grid representation of a text. The model captures long range entity transitions along with entity-specific features without loosing generalization, thanks to the powe...

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Bibliographic Details
Main Author: Dat Tien Nguyen (19720057) (author)
Other Authors: Shafiq Joty (4576078) (author)
Published: 2017
Subjects:
Information and computing sciences
Artificial intelligence
Machine learning
Language, communication and culture
Linguistics
Local Coherence Model
Convolutional Neural Network (CNN)
Entity Grid Representation
Entity-Specific Features
Distributed Representation
Pairwise Ranking Method
End-to-End Training
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