Scholar
Joseph Le Roux
Google Scholar ID: WVUs6rEAAAAJ
Université Paris 13
Citations & Impact
Citations
268
H-index
9
i10-index
7
Publications
20
Co-authors
0
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Published numerous research papers on natural language processing and optimization algorithms, including:
- - Bregman CRF: Sequence Labeling with Parallelizable Inference Algorithms
- - Scaling Graph-Based Dependency Parsing with Arc Vectorization and Attention-Based Refinement
- - Predicting Lagrangian Multipliers for Mixed Integer Linear Programs
- - Attention sur les spans pour l’analyse syntaxique en constituants
- - Higher-Order Dependency Parsing for Arc-Polynomial Score Functions via Gradient-Based Methods and Genetic Algorithm
Research Experience
- Published papers in several international conferences including ACL, NAACL, ICML; supervised Ph.D. student Francesca Demelas to complete her thesis.
Background
- Professor, working in the field of Natural Language Processing (NLP) with a focus on Machine Learning for Optimization. Currently employed at USPN (Paris 13).
Co-authors