An adaptable task-oriented dialog system for stand-alone embedded devices

no code implementations • ACL 2019 • Long Duong, Vu Cong Duy Hoang, Tuyen Quang Pham, Yu-Heng Hong, Vladislavs Dovgalecs, Guy Bashkansky, Jason Black, Andrew Bleeker, Serge Le Huitouze, Mark Johnson

This paper describes a spoken-language end-to-end task-oriented dialogue system for small embedded devices such as home appliances.

Dialogue Management Management +4

Active learning for deep semantic parsing

no code implementations • ACL 2018 • Long Duong, Hadi Afshar, Dominique Estival, Glen Pink, Philip Cohen, Mark Johnson

Semantic parsing requires training data that is expensive and slow to collect.

Active Learning Semantic Parsing

Multilingual Semantic Parsing And Code-Switching

1 code implementation • CONLL 2017 • Long Duong, Hadi Afshar, Dominique Estival, Glen Pink, Philip Cohen, Mark Johnson

As far as we know, this is the first study of code-switching in semantic parsing.

Domain Adaptation Semantic Parsing +2

Multilingual Training of Crosslingual Word Embeddings

no code implementations • EACL 2017 • Long Duong, Hiroshi Kanayama, Tengfei Ma, Steven Bird, Trevor Cohn

Crosslingual word embeddings represent lexical items from different languages using the same vector space, enabling crosslingual transfer.

Bilingual Lexicon Induction Dependency Parsing +6

An Unsupervised Probability Model for Speech-to-Translation Alignment of Low-Resource Languages

1 code implementation • EMNLP 2016 • Antonios Anastasopoulos, David Chiang, Long Duong

For many low-resource languages, spoken language resources are more likely to be annotated with translations than with transcriptions.

Clustering Dynamic Time Warping +1

Learning Crosslingual Word Embeddings without Bilingual Corpora

1 code implementation • EMNLP 2016 • Long Duong, Hiroshi Kanayama, Tengfei Ma, Steven Bird, Trevor Cohn

Crosslingual word embeddings represent lexical items from different languages in the same vector space, enabling transfer of NLP tools.

Bilingual Lexicon Induction Cross-Lingual Document Classification +4

UniMelb at SemEval-2016 Task 3: Identifying Similar Questions by combining a CNN with String Similarity Measures

no code implementations • SEMEVAL 2016 • Timothy Baldwin, HuiZhi Liang, Bahar Salehi, Doris Hoogeveen, Yitong Li, Long Duong

Community Question Answering Machine Translation +3

An Attentional Model for Speech Translation Without Transcription

no code implementations • NAACL 2016 • Long Duong, Antonios Anastasopoulos, David Chiang, Steven Bird, Trevor Cohn

Automatic Speech Recognition (ASR) Translation +1

A Neural Network Model for Low-Resource Universal Dependency Parsing

no code implementations • EMNLP 2015 • Long Duong, Trevor Cohn, Steven Bird, Paul Cook

Dependency Parsing Domain Adaptation +6

Cross-lingual Transfer for Unsupervised Dependency Parsing Without Parallel Data

no code implementations • CONLL 2015 • Long Duong, Trevor Cohn, Steven Bird, Paul Cook

Cross-Lingual Transfer Machine Translation +5

Low Resource Dependency Parsing: Cross-lingual Parameter Sharing in a Neural Network Parser

no code implementations • IJCNLP 2015 • Long Duong, Trevor Cohn, Steven Bird, Paul Cook

Dependency Parsing Machine Translation +3

Automatic Identification of Expressions of Locations in Tweet Messages using Conditional Random Fields

no code implementations • ALTA 2014 • Fei Liu, Afshin Rahimi, Bahar Salehi, Miji Choi, Ping Tan, Long Duong

Named Entity Recognition (NER)

What Can We Get From 1000 Tokens? A Case Study of Multilingual POS Tagging For Resource-Poor Languages

no code implementations • EMNLP 2014 • Trevor Cohn, Paul Cook, Steven Bird, Long Duong, Karin Verspoor

Part-Of-Speech Tagging POS +2

Exploring Methods and Resources for Discriminating Similar Languages

no code implementations • WS 2014 • Marco Lui, Ned Letcher, Oliver Adams, Long Duong, Paul Cook, Timothy Baldwin

Language Identification

Increasing the Quality and Quantity of Source Language Data for Unsupervised Cross-Lingual POS Tagging

no code implementations • IJCNLP 2013 • Long Duong, Paul Cook, Steven Bird, Pavel Pecina

Cross-Lingual POS Tagging POS +1

Simpler unsupervised POS tagging with bilingual projections

no code implementations • ACL 2013 • Long Duong, Paul Cook, Steven Bird, Pavel Pecina

Part-Of-Speech Tagging POS +1