Using a Character-Based Language Model for Caption Generation

Using a Character-Based Language Model for Caption Generation

Using AI to automatically describe images is a challenging task. The aim of this study has been to compare the use of character-based language models with one of the current state-of-the-art token-based language models, im2txt, to generate image captions, with focus on morphological correctness. Pre...

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Bibliographic Details
Main Author: Keisala, Simon
Format: Others
Language:English
Published: Linköpings universitet, Interaktiva och kognitiva system 2019
Subjects:
Natural Language Processing
NLP
Machine Learning
ML
Neural Network
Caption Generation
Deep Learning
Recurrent Neural Network
Long-Short-Term-Memory
LSTM
word2vec
Language Model
Language Technology (Computational Linguistics)
Språkteknologi (språkvetenskaplig databehandling)
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-163001

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-163001

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