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03/23/2023
Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages
While code-mixing is a common linguistic practice in many parts of the w...
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03/07/2023
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
As language models grow ever larger, the need for large-scale high-quali...
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10/11/2022
Enriching Biomedical Knowledge for Low-resource Language Through Translation
Biomedical data and benchmarks are highly valuable yet very limited in l...
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05/13/2022
ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation
We present ViT5, a pretrained Transformer-based encoder-decoder model fo...
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10/08/2021
VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization?
Text summarization is a challenging task within natural language process...
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06/18/2021
SPBERT: An Efficient Pre-training BERT on SPARQL Queries for Question Answering over Knowledge Graphs
In this paper, we propose SPBERT, a transformer-based language model pre...
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05/28/2021
Hierarchical Transformer Encoders for Vietnamese Spelling Correction
In this paper, we propose a Hierarchical Transformer model for Vietnames...
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05/18/2021
CoTexT: Multi-task Learning with Code-Text Transformer
We present CoTexT, a pre-trained, transformer-based encoder-decoder mode...
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12/10/2020