Mathieu Dehouck
11 papers · 2017–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (25) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
❓
The Questioner
(2)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
(50)
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Research topics
Natural Language Processing
(9)
Machine Learning
(5)
Understanding
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Generation
(3)
Learning Types · Machine Learning
(3)
Computer Science
(2)
Interdisciplinary
(2)
Applications · Natural Language Processing
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Linguistics
(2)
Applications · Computer Science
(1)
Keywords
dependency parsing
(6)
universal dependencies
(2)
text generation
(2)
low-resource language
(2)
rule-based system
(2)
phylogenetic tree
(1)
prompt engineering
(1)
model distillation
(1)
coreference resolution
(1)
cross-lingual transfer
(1)
cross-linguistic analysis
(1)
zero-shot prompting
(1)
inference efficiency
(1)
recurrent neural network
(1)
computational cost
(1)
syntactic parsing
(1)
data augmentation
(1)
word embedding
(1)
transfer learning
(1)
representation learning
(1)
Papers
Lattice at SemEval-2026 Task 1: Why did the prompt engineer break up with their LLM? Because zero-shot was zero-fun.
SemEval 2026
GLaRef@CRAC2025: Should we transform coreference resolution into a text generation task?
EMNLP 2025
Rule-based Approaches to the Automatic Generation of Puns Based on Given Names in French
COLING 2025
Challenging the “One Single Vector per Token” Assumption
CoNLL 2023
EvoSem: A database of polysemous cognate sets
EMNLP 2023
A Falta de Pan, Buenas Son Tortas: The Efficacy of Predicted UPOS Tags for Low Resource UD Parsing
ACL 2021
Data Augmentation via Subtree Swapping for Dependency Parsing of Low-Resource Languages
COLING 2020
Efficient EUD Parsing
ACL 2020
Phylogenic Multi-Lingual Dependency Parsing
NAACL 2019
A Framework for Understanding the Role of Morphology in Universal Dependency Parsing
EMNLP 2018
Delexicalized Word Embeddings for Cross-lingual Dependency Parsing
EACL 2017