The Effectiveness of Morphology-aware Segmentation in Low-Resource Neural Machine Translation

20 March 2021

Papers citing "The Effectiveness of Morphology-aware Segmentation in Low-Resource Neural Machine Translation"

12 / 12 papers shown

Title
Morphological Typology in BPE Subword Productivity and Language Modeling Iñigo Parra 36 0 0 31 Oct 2024
Unsupervised Morphological Tree Tokenizer Qingyang Zhu Xiang Hu Pengyu Ji Wei Wu Kewei Tu 36 0 0 21 Jun 2024
Revisiting subword tokenization: A case study on affixal negation in large language models Thinh Hung Truong Yulia Otmakhova Karin Verspoor Trevor Cohn Timothy Baldwin 47 2 0 03 Apr 2024
MorphPiece : A Linguistic Tokenizer for Large Language Models Jeffrey Hsu 32 3 0 14 Jul 2023
Neural Machine Translation for the Indigenous Languages of the Americas: An Introduction Manuel Mager Rajat Bhatnagar Graham Neubig Ngoc Thang Vu Katharina Kann 30 10 0 11 Jun 2023
CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models Benjamin Minixhofer Jonas Pfeiffer Ivan Vulić 32 6 0 23 May 2023
Exploring Segmentation Approaches for Neural Machine Translation of Code-Switched Egyptian Arabic-English Text Marwa Gaser Manuel Mager Injy Hamed Nizar Habash Slim Abdennadher Ngoc Thang Vu 31 6 0 11 Oct 2022
Benchmarking Azerbaijani Neural Machine Translation Chih-Chen Chen William Chen 21 0 0 29 Jul 2022
The SIGMORPHON 2022 Shared Task on Morpheme Segmentation Khuyagbaatar Batsuren Gábor Bella Aryaman Arora Viktor Martinović Kyle Gorman ... Magda vSevvcíková Katevrina Pelegrinová Fausto Giunchiglia Ryan Cotterell Ekaterina Vylomova 31 39 0 15 Jun 2022
BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages Manuel Mager Arturo Oncevay Elisabeth Mager Katharina Kann Ngoc Thang Vu 43 19 0 16 Mar 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
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 31 148 0 01 Sep 2021