Joseph Le Roux
24 papers · 2006–2025 · 10 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Cross-Pollinator (15) π Conference Polyglot (10) π Academic Marathon (19) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(25)
π₯
Unstoppable
(7)
π
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
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