Dr. Xin Ni

PatenTEB: A Comprehensive Benchmark and Model Family for Patent Text Embedding

Iliass Ayaou, Denis Cavallucci

arXiv preprint

DOI 10.48550/arXiv.2510.22264PDF ↗

DAPFAM: A Domain-Aware Family-level Dataset to benchmark cross domain patent retrieval

Iliass Ayaou, Denis Cavallucci, Hicham Chibane

arXiv preprint

DOI 10.48550/arXiv.2506.22141HAL hal-05119314PDF ↗

CPU-Efficient Verification of Science Problem–Solution Pairs: Design Rationale and Baselines

Nicolas Douard, Ahmed Samet, George Giakos, Denis Cavallucci

International TRIZ and Artificial Intelligence Conference

DOI 10.1007/978-3-032-08847-5_18HAL hal-05526095

Prétraitement syntaxique pour enrichir le Bag of Words en Topic Modeling

Connor Maclean, Denis Cavallucci

20e Conférence en Recherche d’Information et Applications (CORIA) 32ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN) 27ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL) Les 18e Rencontres Jeunes Chercheurs en RI (RJCRI)

HAL hal-05324959PDF ↗

Quantifying Interdisciplinarity in Scientific Articles Using Deep Learning Toward a TRIZ-Based Framework for Cross-Disciplinary Innovation

Nicolas Douard, Ahmed Samet, George Giakos, Denis Cavallucci

Machine Learning and Knowledge Extraction

DOI 10.3390/make7010007HAL hal-04920163PDF ↗

FusionTRIZ Framework for Cross-Disciplinary Innovation: A Neuromorphic Imaging Application

Nicolas Douard, Ahmed Samet, Denis Cavallucci, George Giakos

2025 IEEE International Conference on Imaging Systems and Techniques (IST)

DOI 10.1109/IST66504.2025.11268396HAL hal-05526098

Large-scale transformer-based topic graphs identify thematic links between engineering and biology

Nicolas Douard, Denis Cavallucci, Ahmed Samet, George Giakos

Scientific Reports

DOI 10.1038/s41598-025-15067-9HAL hal-05280378PDF ↗

World Conference of AI-Powered Innovation and Inventive Design

Denis Cavallucci, Stelian Brad, Pavel Livotov

DOI 10.1007/978-3-031-75923-9HAL hal-05242526