Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates

29 April 2018

Papers citing "Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates"

50 / 617 papers shown

Title
Aligning the Pretraining and Finetuning Objectives of Language Models Nuo Wang Pierse Jing Lu AI4CE 27 2 0 05 Feb 2020
Scaling Up Online Speech Recognition Using ConvNets Vineel Pratap Qiantong Xu Jacob Kahn Gilad Avidov Tatiana Likhomanenko Awni Y. Hannun Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 154 38 0 27 Jan 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 45 2,018 0 18 Dec 2019
Cross-Lingual Ability of Multilingual BERT: An Empirical Study Karthikeyan K Zihan Wang Stephen D. Mayhew Dan Roth LRM 36 334 0 17 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 20 312 0 04 Dec 2019
A Subword Level Language Model for Bangla Language Aisha Khatun Anisur Rahman Hemayet Ahmed Chowdhury Md. Saiful Islam A. Tasnim 15 4 0 15 Nov 2019
CamemBERT: a Tasty French Language Model Louis Martin Benjamin Muller Pedro Ortiz Suarez Yoann Dupont Laurent Romary Eric Villemonte de la Clergerie Djamé Seddah Benoît Sagot 42 956 0 10 Nov 2019
Domain Robustness in Neural Machine Translation Mathias Müller Annette Rios Gonzales Rico Sennrich 33 95 0 08 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 20 6,385 0 05 Nov 2019
CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data Guillaume Wenzek Marie-Anne Lachaux Alexis Conneau Vishrav Chaudhary Francisco Guzmán Armand Joulin Edouard Grave 13 638 0 01 Nov 2019
BPE-Dropout: Simple and Effective Subword Regularization Ivan Provilkov Dmitrii Emelianenko Elena Voita 38 276 0 29 Oct 2019
Multitask Learning For Different Subword Segmentations In Neural Machine Translation Tejas Srinivasan Ramon Sanabria Florian Metze 12 5 0 27 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 129 19,493 0 23 Oct 2019
Deja-vu: Double Feature Presentation and Iterated Loss in Deep Transformer Networks Andros Tjandra Chunxi Liu Frank Zhang Xiaohui Zhang Yongqiang Wang Gabriel Synnaeve Satoshi Nakamura Geoffrey Zweig ViT 25 44 0 23 Oct 2019
End-to-End Speech Recognition: A review for the French Language Florian Boyer Jean-Luc Rouas AI4TS 22 10 0 18 Oct 2019
Controlling Utterance Length in NMT-based Word Segmentation with Attention Pierre Godard Laurent Besacier François Yvon 24 2 0 18 Oct 2019
Learning Invariant Representations of Social Media Users Nicholas Andrews M. Bishop 28 35 0 11 Oct 2019
Federated Learning of N-gram Language Models Mingqing Chen A. Suresh Rajiv Mathews Adeline Wong Cyril Allauzen F. Beaufays Michael Riley FedML 18 74 0 08 Oct 2019
Modeling Color Terminology Across Thousands of Languages Arya D. McCarthy Winston Wu S. Cascianelli Bill Watson Rita Cucchiara 9 11 0 03 Oct 2019
Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation Inigo Jauregi Unanue E. Z. Borzeshi Massimo Piccardi AI4TS 35 0 0 30 Sep 2019
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages Yi Zhu Benjamin Heinzerling Ivan Vulić Michael Strube Roi Reichart Anna Korhonen 21 19 0 26 Sep 2019
Self-Training for End-to-End Speech Recognition Jacob Kahn Ann Lee Awni Y. Hannun SSL 27 231 0 19 Sep 2019
Espresso: A Fast End-to-end Neural Speech Recognition Toolkit Yiming Wang Tongfei Chen Hainan Xu Shuoyang Ding Hang Lv Yiwen Shao Nanyun Peng Lei Xie Shinji Watanabe Sanjeev Khudanpur VLM 27 73 0 18 Sep 2019
Subword ELMo Jiangtong Li Hai Zhao Z. Li Wei Bi Xiaojiang Liu 8 1 0 18 Sep 2019
Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation Chengyi Wang Yu-Huan Wu Shujie Liu Zhenglu Yang M. Zhou 10 83 0 17 Sep 2019
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning Julian Martin Eisenschlos Sebastian Ruder Piotr Czapla Marcin Kardas Sylvain Gugger Jeremy Howard 14 99 0 10 Sep 2019
Neural Machine Translation with Byte-Level Subwords Changhan Wang Kyunghyun Cho Jiatao Gu 26 173 0 07 Sep 2019
Subword Language Model for Query Auto-Completion Gyuwan Kim 17 14 0 02 Sep 2019
Learning a Multi-Domain Curriculum for Neural Machine Translation Wei Wang Ye Tian Jiquan Ngiam Yinfei Yang Isaac Caswell Zarana Parekh 25 39 0 28 Aug 2019
Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings Ahmed El-Kishky Frank F. Xu Aston Zhang Jiawei Han 14 4 0 18 Aug 2019
Transformer-based Automatic Post-Editing with a Context-Aware Encoding Approach for Multi-Source Inputs WonKee Lee Junsuk Park Byung-Hyun Go Jong-Hyeok Lee KELM 8 3 0 15 Aug 2019
IMS-Speech: A Speech to Text Tool Pavel Denisov Ngoc Thang Vu 19 11 0 13 Aug 2019
A Baseline Neural Machine Translation System for Indian Languages Jerin Philip Vinay P. Namboodiri C. V. Jawahar 63 17 0 29 Jul 2019
Naver Labs Europe's Systems for the WMT19 Machine Translation Robustness Task Alexandre Berard Ioan Calapodescu Claude Roux VLM 9 59 0 15 Jul 2019
The University of Edinburgh's Submissions to the WMT19 News Translation Task Rachel Bawden Nikolay Bogoychev Ulrich Germann Roman Grundkiewicz Faheem Kirefu Antonio Valerio Miceli Barone Alexandra Birch 22 32 0 12 Jul 2019
NTT's Machine Translation Systems for WMT19 Robustness Task Soichiro Murakami Makoto Morishita Tsutomu Hirao Masaaki Nagata VLM 10 9 0 09 Jul 2019
Lattice Transformer for Speech Translation Pei Zhang Boxing Chen Niyu Ge Kai Fan 37 48 0 13 Jun 2019
What Kind of Language Is Hard to Language-Model? Sabrina J. Mielke Ryan Cotterell Kyle Gorman Brian Roark Jason Eisner 19 75 0 11 Jun 2019
Lattice-Based Transformer Encoder for Neural Machine Translation Fengshun Xiao Jiangtong Li Zhao Hai Rui Wang Kehai Chen 29 42 0 04 Jun 2019
Dynamically Composing Domain-Data Selection with Clean-Data Selection by "Co-Curricular Learning" for Neural Machine Translation Wei Wang Isaac Caswell Ciprian Chelba 28 57 0 03 Jun 2019
Choosing Transfer Languages for Cross-Lingual Learning Yu-Hsiang Lin Chian-Yu Chen Jean Lee Zirui Li Yuyan Zhang ... Zhisong Zhang Xuezhe Ma Antonios Anastasopoulos Patrick Littell Graham Neubig 21 231 0 29 May 2019
A Call for Prudent Choice of Subword Merge Operations in Neural Machine Translation Shuoyang Ding Adithya Renduchintala Kevin Duh 11 63 0 24 May 2019
A Systematic Study of Leveraging Subword Information for Learning Word Representations Yi Zhu Ivan Vulić Anna Korhonen 27 30 0 16 Apr 2019
Positional Encoding to Control Output Sequence Length Sho Takase Naoaki Okazaki 9 109 0 16 Apr 2019
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions Awni Y. Hannun Ann Lee Qiantong Xu R. Collobert 28 95 0 04 Apr 2019
ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems Inigo Jauregi Unanue E. Z. Borzeshi Nazanin Esmaili Massimo Piccardi 27 8 0 04 Apr 2019
CVIT-MT Systems for WAT-2018 Jerin Philip Vinay P. Namboodiri C. V. Jawahar 13 10 0 19 Mar 2019
The ARIEL-CMU Systems for LoReHLT18 Aditi Chaudhary Siddharth Dalmia Junjie Hu Xinjian Li Austin Matthews ... Shabnam Tafreshi Mona T. Diab Efsun Sarioglu Kayi N. Farra Kathleen McKeown VLM 27 5 0 24 Feb 2019
Multilingual Neural Machine Translation With Soft Decoupled Encoding Xinyi Wang Hieu H. Pham Philip Arthur Graham Neubig 13 59 0 09 Feb 2019
How Much Does Tokenization Affect Neural Machine Translation? Miguel Domingo Mercedes García-Martínez A. Helle F. Casacuberta Manuel Herranz 17 55 0 20 Dec 2018