Search Results for author: Guillaume Genthial

Found 3 papers, 1 papers with code

Lightweight representation learning for efficient and scalable recommendation

1 code implementation4 Jan 2021 Olivier Koch, Amine Benhalloum, Guillaume Genthial, Denis Kuzin, Dmitry Parfenchik

Over the past decades, recommendation has become a critical component of many online services such as media streaming and e-commerce.

Ranked #8 on Recommendation Systems on MovieLens 20M (Recall@50 metric)

Decoder Recommendation Systems +1

Effective Feature Representation for Clinical Text Concept Extraction

no code implementations WS 2019 Yifeng Tao, Bruno Godefroy, Guillaume Genthial, Christopher Potts

Crucial information about the practice of healthcare is recorded only in free-form text, which creates an enormous opportunity for high-impact NLP.

Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction

no code implementations NAACL 2018 Ziang Xie, Guillaume Genthial, Stanley Xie, Andrew Ng, Dan Jurafsky

Translation-based methods for grammar correction that directly map noisy, ungrammatical text to their clean counterparts are able to correct a broad range of errors; however, such techniques are bottlenecked by the need for a large parallel corpus of noisy and clean sentence pairs.

Denoising Machine Translation +2

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