BPE vs. Morphological Segmentation: A Case Study on Machine Translation
of Four Polysynthetic Languages

BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages

16 March 2022

Elisabeth Mager

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Papers citing "BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages"

15 / 15 papers shown

Title
Labeled Morphological Segmentation with Semi-Markov Models Ryan Cotterell Thomas Müller Alexander Fraser Hinrich Schütze VLM 80 48 0 13 Apr 2024
The Effectiveness of Morphology-aware Segmentation in Low-Resource Neural Machine Translation Jonne Saleva Constantine Lignos 53 20 0 20 Mar 2021
Tackling the Low-resource Challenge for Canonical Segmentation Manuel Mager Ozlem cCetinouglu Katharina Kann 69 21 0 06 Oct 2020
Neural Polysynthetic Language Modelling Lane Schwartz Francis M. Tyers Lori S. Levin Christo Kirov Patrick Littell ... Vasilisa Andriyanets Aldrian Obaja Muis Naoki Otani J. Park Zhisong Zhang 64 24 0 11 May 2020
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 117 3,156 0 01 Apr 2019
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 206 3,531 0 19 Aug 2018
Challenges of language technologies for the indigenous languages of the Americas Manuel Mager Ximena Gutierrez-Vasques Gerardo E Sierra Ivan Vladimir Meza Ruiz VLM 243 88 0 12 Jun 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 181 2,998 0 23 Apr 2018
Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages Katharina Kann Manuel Mager Ivan Vladimir Meza Ruiz Hinrich Schütze 76 52 0 17 Apr 2018
Linguistically Motivated Vocabulary Reduction for Neural Machine Translation from Turkish to English Duygu Ataman Matteo Negri Marco Turchi Marcello Federico 51 113 0 31 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 792 132,454 0 12 Jun 2017
From Characters to Words to in Between: Do We Capture Morphology? Clara Vania Adam Lopez 47 96 0 26 Apr 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 311 4,029 0 14 Apr 2017
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 235 7,760 0 31 Aug 2015
An Unsupervised Method for Uncovering Morphological Chains Karthik Narasimhan Regina Barzilay Tommi Jaakkola OffRL 56 74 0 08 Mar 2015