Matthias Gallé | DeepAI

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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...

0 Christopher Akiki, et al. ∙

∙ 05/20/2022

On the Trade-off between Redundancy and Local Coherence in Summarization

Extractive summarization systems are known to produce poorly coherent an...

0 Ronald Cardenas, et al. ∙

∙ 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...

21 Sabrina J. Mielke, et al. ∙

∙ 11/12/2021

Speeding Up Entmax

Softmax is the de facto standard in modern neural networks for language ...

0 Maxat Tezekbayev, et al. ∙

∙ 11/04/2021

Unsupervised and Distributional Detection of Machine-Generated Text

The power of natural language generation models has provoked a flurry of...

4 Matthias Gallé, et al. ∙

∙ 10/20/2021

Multilingual Unsupervised Neural Machine Translation with Denoising Adapters

We consider the problem of multilingual unsupervised machine translation...

0 Ahmet Üstün, et al. ∙

∙ 06/22/2021

On the Evaluation of Machine Translation for Terminology Consistency

As neural machine translation (NMT) systems become an important part of ...

0 Md Mahfuz ibn Alam, et al. ∙

∙ 04/16/2021

Unsupervised Extractive Summarization by Human Memory Simulation

Summarization systems face the core challenge of identifying and selecti...

0 Ronald Cardenas, et al. ∙

∙ 03/02/2021

The Rediscovery Hypothesis: Language Models Need to Meet Linguistics

There is an ongoing debate in the NLP community whether modern language ...

0 Vassilina Nikoulina, et al. ∙

∙ 08/06/2020

A Multilingual Neural Machine Translation Model for Biomedical Data

We release a multilingual neural machine translation model, which can be...

0 Alexandre Berard, et al. ∙

∙ 04/30/2020

Self-Supervised and Controlled Multi-Document Opinion Summarization

We address the problem of unsupervised abstractive summarization of coll...

0 Hady Elsahar, et al. ∙

∙ 11/12/2019

Character-based NMT with Transformer

Character-based translation has several appealing advantages, but its pe...

0 Laurent Besacier, et al. ∙

∙ 06/09/2017

A Maximum Matching Algorithm for Basis Selection in Spectral Learning

We present a solution to scale spectral algorithms for learning sequence...

0 Ariadna Quattoni, et al. ∙

∙ 01/13/2017

What Can I Do Now? Guiding Users in a World of Automated Decisions

More and more processes governing our lives use in some part an automati...

0 Matthias Gallé, et al. ∙

∙ 08/31/2016

The Generalized Smallest Grammar Problem

The Smallest Grammar Problem -- the problem of finding the smallest cont...

0 Payam Siyari, et al. ∙

∙ 07/19/2016

Discriminating between similar languages in Twitter using label propagation

Identifying the language of social media messages is an important first ...

0 Will Radford, et al. ∙

∙ 07/18/2016

Joint Event Detection and Entity Resolution: a Virtuous Cycle

Clustering web documents has numerous applications, such as aggregating ...

0 Matthias Gallé, et al. ∙

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