Mathieu Roche

6 papers · 2012–2026 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🏃 Academic Marathon (12) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14)

Conferences

EACL (3) EMNLP (1) IJCAI (1) NAACL (1)

Top co-authors

Violaine Prince (2) Cédric Lopez (2) Sarah Valentin (2) Najlae Idrissi (1) Erwan Giry-Fouquet (1) Pascal Poncelet (1) Renaud Lancelot (1) Christophe Gravier (1) Elena Arsevska (1) Maguelonne Teisseire (1)

Keywords

data augmentation (1) topic modeling (1) named entity recognition (1) information retrieval (1) disease surveillance (1) topic coherence (1) language model (1) risk assessment (1) word embedding (1) text corpus (1) pattern matching (1) topic labeling (1) location extraction (1) epidemiological datum (1) spatial information extraction (1) geographical coordinate (1) pattern-based approach (1) epidemiological surveillance (1) selective masking (1) epidemiological information (1)

Papers

Data Augmentation Based on Selective Masking of Language Models for One Health Context EACL 2026

GeospaCy: A tool for extraction and geographical referencing of spatial expressions in textual data EACL 2024

Information retrieval for animal disease surveillance: a pattern-based approach. EMNLP 2020

Readitopics: Make Your Topic Models Readable via Labeling and Browsing IJCAI 2018

Just Title It! (by an Online Application) EACL 2012

NOMIT: Automatic Titling by Nominalizing NAACL 2012