Joseph Le Roux
Scholar

Joseph Le Roux

Google Scholar ID: WVUs6rEAAAAJ
Université Paris 13
NLP - CS
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Citations & Impact
All-time
Citations
268
 
H-index
9
 
i10-index
7
 
Publications
20
 
Co-authors
0
 
Publications
5 items
Approximate Structured Diffusion for Sequence Labelling
2026
Cited
0
A Voronoi Cell Formulation for Principled Token Pruning in Late-Interaction Retrieval Models
2026
Cited
0
Bundle Network: a Machine Learning-Based Bundle Method
2025
Cited
0
Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference Algorithms
2025
Cited
0
Scaling Graph-Based Dependency Parsing with Arc Vectorization and Attention-Based Refinement
2025
Cited
0
Resume
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).