Deep Neural Networks for Part-of-Speech Tagging in Under-Resourced Amazigh

ABSTRACT

[1]  Hannan Bin Liaqat,et al.  Neural POS tagging of shahmukhi by using contextualized word representations , 2022, J. King Saud Univ. Comput. Inf. Sci..

[2]  Yonggang Wang,et al.  Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge , 2020, ACL.

[3]  V. S. Anoop,et al.  Parts-of-Speech tagging for Malayalam using deep learning techniques , 2020 .

[4]  Xipeng Qiu,et al.  A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing , 2019, TACL.

[5]  Walid Magdy,et al.  Part-of-Speech Tagging for Arabic Gulf Dialect Using Bi-LSTM , 2018, LREC.

[6]  Hai Zhao,et al.  Neural Character-level Dependency Parsing for Chinese , 2018, AAAI.

[7]  A. Samir,et al.  Training and Evaluation of TreeTagger on Amazigh Corpus , 2017, SCA.

[8]  Amri Samir,et al.  Amazigh PoS Tagging Using Machine Learning Techniques , 2017, SCA.

[9]  Xuanjing Huang,et al.  Part-of-Speech Tagging for Twitter with Adversarial Neural Networks , 2017, EMNLP.

[10]  Jörg Tiedemann,et al.  Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF , 2017, IJCNLP.

[11]  Lahbib Zenkouar,et al.  Build a Morphosyntaxically Annotated Amazigh Corpus , 2017, BDCA'17.

[12]  Barbara Plank,et al.  Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss , 2016, ACL.

[13]  Kyunghyun Cho,et al.  Natural Language Understanding with Distributed Representation , 2015, ArXiv.

[14]  Hai Zhao,et al.  Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Recurrent Neural Network , 2015, ArXiv.

[15]  Yoav Goldberg,et al.  A Primer on Neural Network Models for Natural Language Processing , 2015, J. Artif. Intell. Res..

[16]  Lahbib Zenkouar,et al.  Using confidence and informativeness criteria to improve POS-tagging in amazigh , 2015, J. Intell. Fuzzy Syst..

[17]  Jeffrey Dean,et al.  Distributed Representations of Words and Phrases and their Compositionality , 2013, NIPS.

[18]  Lahbib Zenkouar,et al.  POS Tagging in Amazighe Using Support Vector Machines and Conditional Random Fields , 2011, NLDB.

[19]  Alex Bateman,et al.  An introduction to hidden Markov models. , 2007, Current protocols in bioinformatics.

[20]  Andrew McCallum,et al.  Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data , 2001, ICML.

[21]  S. Hochreiter,et al.  Long Short-Term Memory , 1997, Neural Computation.

[22]  Corinna Cortes,et al.  Support-Vector Networks , 1995, Machine Learning.

[23]  Jeffrey L. Elman,et al.  Finding Structure in Time , 1990, Cogn. Sci..

[24]  Nora Al-Twairesh,et al.  Part-of-speech tagging for Arabic tweets using CRF and Bi-LSTM , 2021, Comput. Speech Lang..

[25]  Fethi Jarray,et al.  A BERT Based Approach for Arabic POS Tagging , 2021, IWANN.

[26]  Meishan Zhang,et al.  Deep Graph-Based Character-Level Chinese Dependency Parsing , 2021, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

[27]  Longlu Qin,et al.  POS tagging of Chinese Buddhist texts using Recurrent Neural Networks , 2015 .

[28]  Lahbib Zenkouar,et al.  Building an annotated corpus for Amazighe , 2013 .

[29]  Yoshua Bengio,et al.  Gradient Flow in Recurrent Nets: the Difficulty of Learning Long-Term Dependencies , 2001 .

[30]  Omar Ouakrim,et al.  Fonética y fonología del bereber , 1995 .

[31]  H. H,et al.  THE LANGUAGES OF AFRICA. , 1884, Science.