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07/12/2023
Ashaar: Automatic Analysis and Generation of Arabic Poetry Using Deep Learning Approaches
Poetry holds immense significance within the cultural and traditional fa...
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06/28/2023
Taqyim: Evaluating Arabic NLP Tasks Using ChatGPT Models
Large language models (LLMs) have demonstrated impressive performance on...
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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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11/03/2022
Crosslingual Generalization through Multitask Finetuning
Multitask prompted finetuning (MTF) has been shown to help large languag...
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08/01/2022
Masader Plus: A New Interface for Exploring +500 Arabic NLP Datasets
Masader (Alyafeai et al., 2021) created a metadata structure to be used ...
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02/02/2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
PromptSource is a system for creating, sharing, and using natural langua...
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01/25/2022
Documenting Geographically and Contextually Diverse Data Sources: The BigScience Catalogue of Language Data and Resources
In recent years, large-scale data collection efforts have prioritized th...
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12/20/2021
Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP
What are the units of text that we want to model? From bytes to multi-wo...
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10/15/2021
Multitask Prompted Training Enables Zero-Shot Task Generalization
Large language models have recently been shown to attain reasonable zero...
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10/13/2021
Masader: Metadata Sourcing for Arabic Text and Speech Data Resources
The NLP pipeline has evolved dramatically in the last few years. The fir...
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06/20/2021
Calliar: An Online Handwritten Dataset for Arabic Calligraphy
Calligraphy is an essential part of the Arabic heritage and culture. It ...
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06/14/2021