Search Results for author: Maximin Coavoux

Found 18 papers, 9 papers with code

Contribution d’informations syntaxiques aux capacités de généralisation compositionelle des modèles seq2seq convolutifs (Assessing the Contribution of Syntactic Information for Compositional Generalization of seq2seq Convolutional Networks)

no code implementations JEP/TALN/RECITAL 2021 Diana Nicoleta Popa, William N. Havard, Maximin Coavoux, Eric Gaussier, Laurent Besacier

Le jeu de données SCAN, constitué d’un ensemble de commandes en langage naturel associées à des séquences d’action, a été spécifiquement conçu pour évaluer les capacités des réseaux de neurones à apprendre ce type de généralisation compositionnelle.

Self-Supervised and Controlled Multi-Document Opinion Summarization

no code implementations EACL 2021 Hady Elsahar, Maximin Coavoux, Matthias Gallé, Jos Rozen

We address the problem of unsupervised abstractive summarization of collections of user generated reviews with self-supervision and control.

Abstractive Text Summarization

Unlexicalized Transition-based Discontinuous Constituency Parsing

1 code implementation TACL 2019 Maximin Coavoux, Benoît Crabbé, Shay B. Cohen

Lexicalized parsing models are based on the assumptions that (i) constituents are organized around a lexical head (ii) bilexical statistics are crucial to solve ambiguities.

Constituency Parsing

Privacy-preserving Neural Representations of Text

1 code implementation EMNLP 2018 Maximin Coavoux, Shashi Narayan, Shay B. Cohen

This article deals with adversarial attacks towards deep learning systems for Natural Language Processing (NLP), in the context of privacy protection.

Repr\'esentation et analyse automatique des discontinuit\'es syntaxiques dans les corpus arbor\'es en constituants du fran\ccais (Representation and parsing of syntactic discontinuities in French constituent treebanks)

no code implementations JEPTALNRECITAL 2017 Maximin Coavoux, Beno{\^\i}t Crabb{\'e}

Enfin, nos exp{\'e}riences montrent que la raret{\'e} des ph{\'e}nom{\`e}nes concern{\'e}s dans les donn{\'e}es fran{\c{c}}aises pose des difficult{\'e}s pour l{'}apprentissage et l{'}{\'e}valuation des structures discontinues.

Incremental Discontinuous Phrase Structure Parsing with the GAP Transition

1 code implementation EACL 2017 Maximin Coavoux, Beno{\^\i}t Crabb{\'e}

This article introduces a novel transition system for discontinuous lexicalized constituent parsing called SR-GAP.

Multilingual Lexicalized Constituency Parsing with Word-Level Auxiliary Tasks

1 code implementation EACL 2017 Maximin Coavoux, Beno{\^\i}t Crabb{\'e}

We introduce a constituency parser based on a bi-LSTM encoder adapted from recent work (Cross and Huang, 2016b; Kiperwasser and Goldberg, 2016), which can incorporate a lower level character biLSTM (Ballesteros et al., 2015; Plank et al., 2016).

Constituency Parsing Morphological Analysis +2

Cross-lingual RST Discourse Parsing

1 code implementation EACL 2017 Chloé Braud, Maximin Coavoux, Anders Søgaard

Discourse parsing is an integral part of understanding information flow and argumentative structure in documents.

Discourse Parsing

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