Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery
in Low-resource Settings

v1v2 (latest)

Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-resource Settings

29 June 2019

Marcely Zanon Boito

Aline Villavicencio

Laurent Besacier

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Papers citing "Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-resource Settings"

16 / 16 papers shown

Title
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned Elena Voita David Talbot F. Moiseev Rico Sennrich Ivan Titov 119 1,149 0 23 May 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 132 3,156 0 01 Apr 2019
Adding Interpretable Attention to Neural Translation Models Improves Word Alignment Thomas Zenkel Joern Wuebker John DeNero 81 76 0 31 Jan 2019
Hybrid Self-Attention Network for Machine Translation Kaitao Song Tan Xu Furong Peng Jianfeng Lu 57 12 0 01 Nov 2018
Multi-Head Attention with Disagreement Regularization Jian Li Zhaopeng Tu Baosong Yang Michael R. Lyu Tong Zhang 70 147 0 24 Oct 2018
Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction Maha Elbayad Laurent Besacier Jakob Verbeek HAI 67 82 0 11 Aug 2018
Unsupervised Word Segmentation from Speech with Attention Pierre Godard Marcely Zanon Boito Lucas Ondel Alexandre Berard François Yvon Aline Villavicencio Laurent Besacier 54 27 0 18 Jun 2018
Augmenting Librispeech with French Translations: A Multimodal Corpus for Direct Speech Translation Evaluation A. Kocabiyikoglu Laurent Besacier Olivier Kraif 76 106 0 09 Feb 2018
A Very Low Resource Language Speech Corpus for Computational Language Documentation Experiments Pierre Godard G. Adda M. Adda-Decker Juan Benjumea Laurent Besacier ... Markus Müller Annie Rialland Sebastian Stüker François Yvon Marcely Zanon Boito 46 60 0 10 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 808 132,725 0 12 Jun 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 174 3,292 0 08 May 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 124 2,141 0 09 Mar 2017
A case study on using speech-to-translation alignments for language documentation Antonios Anastasopoulos David Chiang 59 15 0 14 Feb 2017
Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation Alexandre Berard Olivier Pietquin Christophe Servan Laurent Besacier 93 318 0 06 Dec 2016
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 450 20,606 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 584 27,338 0 01 Sep 2014