Concepedia

Diane Bouchacourt

DB

11

Publications

641

Citations

11

H-Index

2016

Active since

Affiliations

Meta (Israel)(Current)

University of Oxford

Massachusetts Institute of Technology

Microsoft Research (United Kingdom)

University of Amsterdam

Diane Bouchacourt is an author at Meta (Israel) specializing in engineering, natural language processing, and computational linguistics.

Top concepts

EngineeringNatural Language ProcessingLanguageLinguisticsComputational LinguisticsMachine TranslationSyntaxGrammarData ScienceDeep Learning

Publications per year

2016–2024

11

Publications

11

Multi-Level Variational Autoencoder: Learning Disentangled Representations From Grouped Observations

Diane Bouchacourt, Ryota Tomioka, Sebastian Nowozin · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 153 citations · Full text

Natural Language Processing, Latent Representation, Meaningful Disentanglement +12

Multi-Level Variational Autoencoder: Learning Disentangled Representations from Grouped Observations

Diane Bouchacourt, Ryota Tomioka, Sebastian Nowozin · arXiv (Cornell University) · 2017 · 137 citations · Full text

How agents see things: On visual representations in an emergent language game

Diane Bouchacourt, Marco Baroni · 2018 · 71 citations · Full text

Permutation Equivariant Models for Compositional Generalization in Language

Jonathan Gordon, David López-Paz, Marco Baroni et al. · International Conference on Learning Representations · 2020 · 68 citations

Engineering, Composition Approach, Language Compositionality +17

A Benchmark for Systematic Generalization in Grounded Language Understanding

Laura Ruis, Jacob Andreas, Marco Baroni et al. · arXiv (Cornell University) · 2020 · 45 citations · Full text

Language Grounding, Syntactic Parsing, Engineering +19

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