Dat Quoc Nguyen

According to our database1, Dat Quoc Nguyen authored at least 35 papers between 2011 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
From POS tagging to dependency parsing for biomedical event extraction.
BMC Bioinformatics, 2019

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

End-to-End Neural Relation Extraction Using Deep Biaffine Attention.
Proceedings of the Advances in Information Retrieval, 2019

Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

2018
NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

VnCoreNLP: A Vietnamese Natural Language Processing Toolkit.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

A Fast and Accurate Vietnamese Word Segmenter.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing.
Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, Brussels, Belgium, October 31, 2018

Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings.
Proceedings of the BioNLP 2018 workshop, Melbourne, Australia, July 19, 2018, 2018

Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition.
Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis, 2018

2017
Ripple Down Rules for question answering.
Semantic Web, 2017

A Mixture Model for Learning Multi-Sense Word Embeddings.
Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, 2017

Sequence to Sequence Learning for Event Prediction.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Search Personalization with Embeddings.
Proceedings of the Advances in Information Retrieval, 2017

A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing.
Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, 2017

From Word Segmentation to POS Tagging for Vietnamese.
Proceedings of the Australasian Language Technology Association Workshop, 2017

2016
A robust transformation-based learning approach using ripple down rules for part-of-speech tagging.
AI Commun., 2016

STransE: a novel embedding model of entities and relationships in knowledge bases.
Proceedings of the NAACL HLT 2016, 2016

Neighborhood Mixture Model for Knowledge Base Completion.
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

An empirical study for Vietnamese dependency parsing.
Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016

2015
Improving Topic Models with Latent Feature Word Representations.
TACL, 2015

Improving Topic Coherence with Latent Feature Word Representations in MAP Estimation for Topic Modeling.
Proceedings of the Australasian Language Technology Association Workshop, 2015

2014
Sentiment Classification on Polarity Reviews: An Empirical Study Using Rating-based Features.
Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, 2014

From Treebank Conversion to Automatic Dependency Parsing for Vietnamese.
Proceedings of the Natural Language Processing and Information Systems, 2014

RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

2013
Predicting relevant news events for timeline summaries.
Proceedings of the 22nd International World Wide Web Conference, 2013

KbQAS: A Knowledge-based QA System.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

A Two-Stage Classifier for Sentiment Analysis.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

2012
A Vietnamese Text-Based Conversational Agent.
Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012

A Semantic Approach for Question Analysis.
Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012

2011
Systematic Knowledge Acquisition for Question Analysis.
Proceedings of the Recent Advances in Natural Language Processing, 2011

Automatic ontology construction from Vietnamese text.
Proceedings of the 7th International Conference on Natural Language Processing and Knowledge Engineering, 2011

A Vietnamese information retrieval system for product-price.
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011

Ripple Down Rules for Part-of-Speech Tagging.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011


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