← Authors

Joseph Le Roux

24 papers · 2006–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (19) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (25) πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (24)

Conferences

ACL (5) EMNLP (5) COLING (3) IJCNLP (3) NAACL (3) AACL (1) CONLL (1) EACL (1) ICML (1) SEMEVAL (1)

Top co-authors

Mathieu Lacroix (5) Nadi Tomeh (5) Thierry Charnois (5) Antoine Rozenknop (4) Xudong Zhang (4) Jennifer Foster (3) Caio Corro (3) DjamΓ© Seddah (2) Alexis Nasr (2) Ghazi Felhi (2)

Keywords

dependency parsing (5) mixture of expert (2) genetic algorithm (2) variational autoencoder (2) text generation (2) ensemble learning (2) graph-based dependency parsing (2) higher-order parsing (2) variance reduction (2) gradient-based method (1) kullback-leibler divergence (1) gradient descent (1) attention mechanism (1) multitask learning (1) supervised learning (1) text classification (1) score function (1) lagrangian relaxation (1) latent variable (1) graph optimization (1)

Papers

Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference Algorithms ACL 2025
Scaling Graph-Based Dependency Parsing with Arc Vectorization and Attention-Based Refinement NAACL 2025
Predicting Lagrangian Multipliers for Mixed Integer Linear Programs ICML 2024
AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization EMNLP 2022
Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs NAACL 2022
Higher-Order Dependency Parsing for Arc-Polynomial Score Functions via Gradient-Based Methods and Genetic Algorithm IJCNLP 2022
Higher-Order Dependency Parsing for Arc-Polynomial Score Functions via Gradient-Based Methods and Genetic Algorithm AACL 2022
Strength in Numbers: Averaging and Clustering Effects in Mixture of Experts for Graph-Based Dependency Parsing ACL 2021
Strength in Numbers: Averaging and Clustering Effects in Mixture of Experts for Graph-Based Dependency Parsing IJCNLP 2021
Challenging the Semi-Supervised VAE Framework for Text Classification EMNLP 2021
Multitask Easy-First Dependency Parsing: Exploiting Complementarities of Different Dependency Representations COLING 2020
Representation Learning and Dynamic Programming for Arc-Hybrid Parsing CONLL 2019
Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence EMNLP 2017
Deep Lexical Segmentation and Syntactic Parsing in the Easy-First Dependency Framework NAACL 2016
Dependency Parsing with Bounded Block Degree and Well-nestedness via Lagrangian Relaxation and Branch-and-Bound ACL 2016
Foreebank: Syntactic Analysis of Customer Support Forums EMNLP 2015
Syntactic Parsing and Compound Recognition via Dual Decomposition: Application to French COLING 2014
LIPN: Introducing a new Geographical Context Similarity Measure and a Statistical Similarity Measure based on the Bhattacharyya coefficient SEMEVAL 2014
Combining PCFG-LA Models with Dual Decomposition: A Case Study with Function Labels and Binarization EMNLP 2013
Semi-supervised Dependency Parsing using Lexical Affinities ACL 2012
MACAON An NLP Tool Suite for Processing Word Lattices ACL 2011
From News to Comment: Resources and Benchmarks for Parsing the Language of Web 2.0 IJCNLP 2011
A Toolchain for Grammarians COLING 2008
XMG - An Expressive Formalism for Describing Tree-Based Grammars EACL 2006