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Found 8 papers, 4 papers with code
A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation
Multilingual modelling can improve machine translation for low-resource languages, partly through shared subword representations.
Triples-to-isiXhosa (T2X): Addressing the Challenges of Low-Resource Agglutinative Data-to-Text Generation
In this paper we tackle data-to-text for isiXhosa, which is low-resource and agglutinative.
Subword Segmental Machine Translation: Unifying Segmentation and Target Sentence Generation
We propose a departure from this paradigm, called subword segmental machine translation (SSMT).
University of Cape Town's WMT22 System: Multilingual Machine Translation for Southern African Languages
The paper describes the University of Cape Town's submission to the constrained track of the WMT22 Shared Task: Large-Scale Machine Translation Evaluation for African Languages.
Subword Segmental Language Modelling for Nguni Languages
We also train our model as a word-level sequence model, resulting in an unsupervised morphological segmenter that outperforms existing methods by a large margin for all 4 languages.
Challenging distributional models with a conceptual network of philosophical terms
We investigate the possibilities and limitations of using distributional semantic models for analyzing philosophical data by means of a realistic use-case.
Locality and low-dimensions in the prediction of natural experience from fMRI
Here, we use data from the Experience Based Cognition competition to compare global and local methods of prediction applying both linear and nonlinear techniques of dimensionality reduction.
