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05/11/2023
Subword Segmental Machine Translation: Unifying Segmentation and Target Sentence Generation
Subword segmenters like BPE operate as a preprocessing step in neural ma...
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10/21/2022
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 cons...
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10/12/2022
Subword Segmental Language Modelling for Nguni Languages
Subwords have become the standard units of text in NLP, enabling efficie...
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04/01/2021
Low-Resource Language Modelling of South African Languages
Language models are the foundation of current neural network-based model...
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04/01/2021
Canonical and Surface Morphological Segmentation for Nguni Languages
Morphological Segmentation involves decomposing words into morphemes, th...
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09/16/2019
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle
The principle of the Information Bottleneck (Tishby et al. 1999) is to p...
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04/25/2019
Neural Text Generation from Rich Semantic Representations
We propose neural models to generate high-quality text from structured r...
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04/22/2019
The Curious Case of Neural Text Degeneration
Despite considerable advancements with deep neural language models, the ...
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05/16/2018
Learning to Write with Cooperative Discriminators
Recurrent Neural Networks (RNNs) are powerful autoregressive sequence mo...
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04/24/2017
Robust Incremental Neural Semantic Graph Parsing
Parsing sentences to linguistically-expressive semantic representations ...
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09/26/2016
Online Segment to Segment Neural Transduction
We introduce an online neural sequence to sequence model that learns to ...
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06/14/2016