Stronger Baselines for Trustable Results in Neural Machine Translation

29 June 2017

Graham Neubig

Papers citing "Stronger Baselines for Trustable Results in Neural Machine Translation"

20 / 20 papers shown

Title
When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP Sara Papi Marco Gaido Andrea Pilzer Matteo Negri 59 10 0 28 Mar 2023
SHAPE: Shifted Absolute Position Embedding for Transformers Shun Kiyono Sosuke Kobayashi Jun Suzuki Kentaro Inui 236 45 0 13 Sep 2021
Scientific Credibility of Machine Translation Research: A Meta-Evaluation of 769 Papers Benjamin Marie Atsushi Fujita Raphaël Rubino ELM 13 103 0 29 Jun 2021
An Empirical Study of Contextual Data Augmentation for Japanese Zero Anaphora Resolution Ryuto Konno Yuichiroh Matsubayashi Shun Kiyono Hiroki Ouchi Ryo Takahashi Kentaro Inui 21 7 0 02 Nov 2020
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang Xiaowen Chu VLM AI4TS AI4CE 22 138 0 18 Feb 2020
Exploring Benefits of Transfer Learning in Neural Machine Translation Tom Kocmi 29 17 0 06 Jan 2020
Adapting Multilingual Neural Machine Translation to Unseen Languages Surafel Melaku Lakew Alina Karakanta Marcello Federico Matteo Negri Marco Turchi 33 20 0 30 Oct 2019
Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations Meishan Zhang Zhenghua Li Guohong Fu Min Zhang 27 55 0 08 May 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
Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs Sachin Kumar Yulia Tsvetkov 22 70 0 10 Dec 2018
Neural Machine Translation into Language Varieties Surafel Melaku Lakew A. Erofeeva Marcello Federico 28 49 0 02 Nov 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 21 3,469 0 19 Aug 2018
A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation Surafel Melaku Lakew Mauro Cettolo Marcello Federico 30 103 0 18 Jun 2018
Extreme Adaptation for Personalized Neural Machine Translation Paul Michel Graham Neubig 21 103 0 04 May 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 48 1,147 0 29 Apr 2018
Strong Baselines for Neural Semi-supervised Learning under Domain Shift Sebastian Ruder Barbara Plank 14 171 0 25 Apr 2018
When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation? Ye Qi Devendra Singh Sachan Matthieu Felix Sarguna Padmanabhan Graham Neubig 41 342 0 17 Apr 2018
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task Marcin Junczys-Dowmunt Roman Grundkiewicz Shubha Guha Kenneth Heafield 33 192 0 16 Apr 2018
Modeling Past and Future for Neural Machine Translation Zaixiang Zheng Hao Zhou Shujian Huang Lili Mou Xinyu Dai Jiajun Chen Zhaopeng Tu 32 48 0 27 Nov 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,748 0 26 Sep 2016