Combining conditional random fields and word embeddings to improve Amazigh part-of-speech Tagging-Reference-Cited by-同舟云学术

Combining conditional random fields and word embeddings to improve Amazigh part-of-speech Tagging

Published:2023-09-20 Issue: Volume: Page:
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Container-title:2023 10th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)
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Author:

Bani Rkia¹,Amri Samir²,Zenkouar Lahbib¹,Guennoun Zouhair¹

Affiliation:

1. University of Med V,Mohammadia School of Engineering,Rabat,Morocco

2. University of My Ismail,National Superior School of Arts and Crafts,Meknes,Morocco

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10295545/10295580/10295911.pdf?arnumber=10295911

Reference25 articles.

1. Part-of-speech (POS) tagging using conditional random field (CRF) model for Khasi corpora

2. Part-of-speech tagging and chunking using conditional random fields and transformation based learning;avinesh;Proceeding of the IJCAI and the Workshop On Shallow Parsing for South Asian Languages (SPSAL),2007

3. Framewise phoneme classification with bidirectional LSTM and other neural network architectures

4. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data;lafferty;Proceedings of the 18th International Conference on Machine Learning,2001

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