Learning to Segment Inputs for NMT Favors Character-Level Processing

2 October 2018

Papers citing "Learning to Segment Inputs for NMT Favors Character-Level Processing"

13 / 13 papers shown

Title
Subword Segmental Machine Translation: Unifying Segmentation and Target Sentence Generation Francois Meyer Jan Buys 43 8 0 11 May 2023
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages Sonal Sannigrahi Rachel Bawden 37 0 0 04 May 2023
The boundaries of meaning: a case study in neural machine translation Yuri Balashov 21 2 0 02 Oct 2022
Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP Sabrina J. Mielke Zaid Alyafeai Elizabeth Salesky Colin Raffel Manan Dey ... Arun Raja Chenglei Si Wilson Y. Lee Benoît Sagot Samson Tan 32 142 0 20 Dec 2021
Why don't people use character-level machine translation? Jindrich Libovický Helmut Schmid Alexander Fraser 65 28 0 15 Oct 2021
Charformer: Fast Character Transformers via Gradient-based Subword Tokenization Yi Tay Vinh Q. Tran Sebastian Ruder Jai Gupta Hyung Won Chung Dara Bahri Zhen Qin Simon Baumgartner Cong Yu Donald Metzler 51 152 0 23 Jun 2021
On Target Segmentation for Direct Speech Translation Mattia Antonino Di Gangi Marco Gaido Matteo Negri Marco Turchi 37 14 0 10 Sep 2020
Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation Xuanli He Gholamreza Haffari Mohammad Norouzi 21 45 0 03 May 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
A Latent Morphology Model for Open-Vocabulary Neural Machine Translation Duygu Ataman Wilker Aziz Alexandra Birch 27 16 0 30 Oct 2019
BPE-Dropout: Simple and Effective Subword Regularization Ivan Provilkov Dmitrii Emelianenko Elena Voita 38 276 0 29 Oct 2019
Controlling the Output Length of Neural Machine Translation Surafel Melaku Lakew Mattia Antonino Di Gangi Marcello Federico 17 67 0 23 Oct 2019
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 716 6,748 0 26 Sep 2016