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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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12/09/2022
BigScience: A Case Study in the Social Construction of a Multilingual Large Language Model
The BigScience Workshop was a value-driven initiative that spanned one a...
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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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11/30/2019
Quantized deep learning models on low-power edge devices for robotic systems
In this work, we present a quantized deep neural network deployed on a l...
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09/20/2019
Creative GANs for generating poems, lyrics, and metaphors
Generative models for text have substantially contributed to tasks like ...
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09/20/2019
Designing dialogue systems: A mean, grumpy, sarcastic chatbot in the browser
In this work we explore a deep learning-based dialogue system that gener...
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09/26/2018
Deep contextualized word representations for detecting sarcasm and irony
Predicting context-dependent and non-literal utterances like sarcastic a...
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04/22/2018
IIIDYT at SemEval-2018 Task 3: Irony detection in English tweets
In this paper we introduce our system for the task of Irony detection in...
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03/16/2018