Search Results for author: Gilles Hacheme

Found 3 papers, 2 papers with code

A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation

1 code implementation • 4 May 2022 • David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Chinenye Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ayoade Ajibade, Tunde Oluwaseyi Ajayi, Yvonne Wambui Gitau, Jade Abbott, Mohamed Ahmed, Millicent Ochieng, Anuoluwapo Aremu, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Koffi Kalipe, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya, Happy Buzaaba, Blessing Sibanda, Andiswa Bukula, Sam Manthalu

We focus on two questions: 1) How can pre-trained models be used for languages not included in the initial pre-training?

Translation

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GAM(L)A: An econometric model for interpretable Machine Learning

no code implementations • 17 Mar 2022 • Emmanuel Flachaire, Gilles Hacheme, Sullivan Hué, Sébastien Laurent

Moreover, the results also suggest that the performance of GAM(L)A is not significantly different from that of random forest and gradient boosting.

Interpretable Machine Learning Variable Selection

Paper
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Neural Fashion Image Captioning : Accounting for Data Diversity

1 code implementation • 23 Jun 2021 • Gilles Hacheme, Noureini Sayouti

To address dataset diversity issues, we introduced the InFashAIv1 dataset containing almost 16. 000 African fashion item images with their titles, prices, and general descriptions.

Image Captioning Transfer Learning

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