Non-lexical neural architecture for fine-grained POS Tagging (original) (raw)

Multilingual POS tagging by a composite deep architecture based on character-level features and on-the-fly enriched Word Embeddings

Marco Pota

Knowledge-Based Systems, 2018

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bot.zen @@@ EmpiriST 2015 - A minimally-deep learning PoS-tagger (trained for German CMC and Web data)

Egon W Stemle

Proceedings of the 10th Web as Corpus Workshop, 2016

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Improving neural tagging with lexical information

Benoît Sagot

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Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss

Anders Søgaard

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2016

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bot.zen @ EVALITA 2016 A minimally-deep learning PoS-tagger (trained for Italian Tweets)

Egon W Stemle

EVALITA. Evaluation of NLP and Speech Tools for Italian

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Morphological features help POS tagging of unknown words across …

Christopher D Manning

Proceedings of the Fourth …

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Natural Language Processing (almost) from Scratch

Vincent Homefed, Michael Karlen

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Nepali POS Tagging Using Deep Learning Approaches

Sarbin Sayami

NU. International Journal of Science, 2020

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Coupling an annotated corpus and a morphosyntactic lexicon for state-of-the-art POS tagging with less human effort

Benoît Sagot

Proceedings of PACLIC, 2009

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A multistage PoS-tagger at the EVALITA 2009 PoS-tagging Task

Emanuele Pianta

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Simple Type-Level Unsupervised POS Tagging

Aria Haghighi

2010

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An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing

Sara Stymne

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018

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Bidirectional LSTMs -CRFs Networks for Bangla POS Tagging

Shammur Chowdhury

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Coupling an annotated corpus and a lexicon for state-of-the-art POS tagging

Pascal Denis

Language Resources and Evaluation, 2012

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Multilingual part-of-speech tagging with weightless neural networks

Felipe M.G. França

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BaNeP: An End-to-End Neural Network Based Model for Bangla Parts-of-Speech Tagging

Md. Rezaul Karim

IEEE Access

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Part of speech tagging: a systematic review of deep learning and machine learning approaches

Betselot Yitagesu

Journal of Big Data

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Introducing a Large-Scale Dataset for Vietnamese POS Tagging on Conversational Texts

Oanh Tran

2020

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Amazigh part-of-speech tagging with machine learning and deep learning

mohamed biniz

Indonesian Journal of Electrical Engineering and Computer Science

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Utilizing Morphological Features for Part-of-Speech Tagging of Bahasa Indonesia in Bidirectional LSTM

I Nyoman Prayana Trisna

2020 6th International Conference on Science in Information Technology (ICSITech)

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A Cascaded Unsupervised Model for PoS Tagging

Burcu Can

ACM Transactions on Asian and Low-Resource Language Information Processing, 2021

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Unsupervised multilingual learning for POS tagging

Tahira Naseem

Proceedings of the Conference on Empirical Methods in Natural Language Processing - EMNLP '08, 2008

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A Pointer Network Architecture for Joint Morphological Segmentation and Tagging

Reut Tsarfaty

Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

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Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings

Bernd Bohnet

arXiv (Cornell University), 2018

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Better Word Representations with Recursive Neural Networks for Morphology

Christopher D Manning

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Feature-rich part-of-speech tagging with a cyclic dependency network

Chris Manning

Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - NAACL '03, 2003

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AsPOS: Assamese Part of Speech Tagger using Deep Learning Approach

Priyankoo Sarmah

arXiv (Cornell University), 2022

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Neural Tagger for Czech Language: Capturing Linguistic Phenomena in Web Corpora

Zuzana Nevěřilová

2019

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Read, Tag, and Parse All at Once, or Fully-neural Dependency Parsing

Paweł Rychlikowski

ArXiv, 2016

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Gradient-Descent Error Correction of POS Tagging

Rachada Kongkachandra

2013

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Evaluating LSTM Networks, HMM and WFST in Malay Part-of-Speech Tagging

Enya Kong Tang

Journal of Telecommunication, Electronic and Computer Engineering, 2017

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Character Embeddings PoS Tagger vs HMM Tagger for Tweets

Giuseppe Attardi

EVALITA. Evaluation of NLP and Speech Tools for Italian

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Using a Morphological Database to Increase the Accuracy in POS tagging

Hrafn Loftsson

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