Izindaba-Tindzaba: Machine learning news categorisation for Long and
Short Text for isiZulu and Siswati

Izindaba-Tindzaba: Machine learning news categorisation for Long and Short Text for isiZulu and Siswati

12 June 2023

Andani Madodonga

Vukosi Marivate

Matthew Adendorff

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Papers citing "Izindaba-Tindzaba: Machine learning news categorisation for Long and Short Text for isiZulu and Siswati"

12 / 12 papers shown

Title
Low-Resource Language Modelling of South African Languages Stuart Mesham Luc Hayward Jared Shapiro Jan Buys 65 15 0 01 Apr 2021
Low-Resource Neural Machine Translation for Southern African Languages Evander Nyoni Bruce A. Bassett 56 16 0 01 Apr 2021
KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi Andre Niyongabo Rubungo Hong Qu Julia Kreutzer Li Huang 61 42 0 23 Oct 2020
Investigating an approach for low resource language dataset creation, curation and classification: Setswana and Sepedi Vukosi Marivate T. Sefara Vongani Chabalala Keamogetswe Makhaya T. Mokgonyane Rethabile Mokoena Abiodun Modupe 79 30 0 18 Feb 2020
Improving Multilingual Semantic Textual Similarity with Shared Sentence Encoder for Low-resource Languages Xin Tang Shanbo Cheng Loc Do Zhiyu Min Feng Ji Heng Yu Ji Zhang Haiqin Chen 21 11 0 20 Oct 2018
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations Sosuke Kobayashi 86 615 0 16 May 2018
Improved Text Language Identification for the South African Languages B. Duvenhage Mfundo Ntini Phala Ramonyai 33 12 0 01 Nov 2017
Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation Toan Q. Nguyen David Chiang 77 210 0 31 Aug 2017
Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary Meng Fang Trevor Cohn 67 73 0 01 May 2017
Transfer Learning for Low-Resource Neural Machine Translation Barret Zoph Deniz Yuret Jonathan May Kevin Knight 82 857 0 08 Apr 2016
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 270 6,135 0 04 Sep 2015
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 404 33,573 0 16 Oct 2013