Suzana Ilic | DeepAI

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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...

0 Hugo Laurençon, et al. ∙

∙ 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...

0 Christopher Akiki, et al. ∙

∙ 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...

2 Angelina McMillan-Major, et al. ∙

∙ 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...

0 Anugraha Sinha, et al. ∙

∙ 09/20/2019

Creative GANs for generating poems, lyrics, and metaphors

Generative models for text have substantially contributed to tasks like ...

0 Asir Saeed, et al. ∙

∙ 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...

0 Suzana Ilic, et al. ∙

∙ 09/26/2018

Deep contextualized word representations for detecting sarcasm and irony

Predicting context-dependent and non-literal utterances like sarcastic a...

0 Suzana Ilic, et al. ∙

∙ 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...

0 Edison Marrese-Taylor, et al. ∙

∙ 03/16/2018

Decision support with text-based emotion recognition: Deep learning for affective computing

Emotions widely affect the decision-making of humans and, hence, affecti...

0 Bernhard Kratzwald, et al. ∙

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