Improving neural tagging with lexical information (original) (raw)

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

Bernd Bohnet

arXiv (Cornell University), 2018

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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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Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural Networks

Hrant Khachatrian

2018

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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 Morpho-Syntactically Informed LSTM-CRF Model for Named Entity Recognition

Petya Osenova

2019

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LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs

Jan Hajič

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

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Improving Neural Sequence Labelling Using Additional Linguistic Information

Robert Mercer

2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA), 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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Handling Normalization Issues for Part-of-Speech Tagging of Online Conversational Text

Johannes Heinecke

HAL (Le Centre pour la Communication Scientifique Directe), 2018

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Alleviating manual feature engineering for part-of-speech tagging of Twitter microposts using distributed word representations

Fréderic Godin

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Khushleen@IECSIL-FIRE-2018: Indic Language Named Entity Recognition using Bidirectional LSTMs with Subword Information

Khushleen Kaur

2018

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Part-of-speech tagging with minimal lexicalization

Leon Peshkin

Current Issues in Linguistic Theory, 2004

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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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Bidirectional LSTMs -CRFs Networks for Bangla POS Tagging

Shammur Chowdhury

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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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Non-lexical neural architecture for fine-grained POS Tagging

Kevin Löser

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

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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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Improving Data Driven Part-of-Speech Tagging by Morphologic Knowledge Induction

Uwe Reichel

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Multilingual part-of-speech tagging with weightless neural networks

Felipe M.G. França

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Improving Sequence Tagging for Vietnamese Text Using Transformer-based Neural Models

Viet Bui The

2020

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Computationally Efficient NER Taggers with Combined Embeddings and Constrained Decoding

Amy Hemmeter

ArXiv, 2020

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Natural Language Processing (almost) from Scratch

Vincent Homefed, Michael Karlen

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Feature-Rich Part-Of-Speech Tagging Using Deep Syntactic and Semantic Analysis

Luchezar Jackov

2015

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Recent Advances In Memory-Based Part-of-Speech Tagging

Jakub Zavrel, Walter Daelemans

VI Simposio Internacional de Comunicacion …, 1999

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

Betselot Yitagesu

Journal of Big Data

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A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings

Niels van der Heijden

Proceedings of the AAAI Conference on Artificial Intelligence

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Myanmar Language Part-of-Speech Tagging Using Deep Learning Models

thinn wai

2019

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Efficient part-of-speech tagging with a min-max modular neural-network model

Hitoshi Isahara

2003

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Evaluating Contextualized Embeddings on 54 Languages in POS Tagging, Lemmatization and Dependency Parsing

Jan Hajič

ArXiv, 2019

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