Publications

1. 2025Conference paper

   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 ↗Copy citationBibTeX

2. 2025Journal article

   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 ↗Copy citationBibTeX

3. 2024Conference paper

   A Novel Interdisciplinarity Model Towards Inter-domain Information Pairing

   Nicolas Douard, Ahmed Samet, George Giakos, Denis Cavallucci

   24th International TRIZ Future Conference (TFC)

   HAL hal-04922408PDF ↗Copy citationBibTeX

4. 2024Journal article

   Assessing Fine-Tuned NER Models with Limited Data in French: Automating Detection of New Technologies, Technological Domains, and Startup Names in Renewable Energy

   Connor Maclean, Denis Cavallucci

   Machine Learning and Knowledge Extraction

   DOI 10.3390/make6030096HAL hal-04692439PDF ↗Copy citationBibTeX

5. 2024Conference paper

   SynCRF: Syntax-Based Conditional Random Field for TRIZ Parameter Minings

   Guillaume Guarino, Ahmed Samet, Denis Cavallucci

   16th International Conference on Agents and Artificial Intelligence, ICAART 2024, 24-26 February, 2024

   DOI 10.5220/0012411300003636HAL hal-04652041PDF ↗Copy citationBibTeX

6. 2021Conference paper

   Automatic Extraction of Potentially Contradictory Parameters from Specific Field Patent Texts

   Daria Berdyugina, Denis Cavallucci

   TRIZ Future conference

   DOI 10.1007/978-3-030-86614-3_12HAL hal-04067820PDF ↗Copy citationBibTeX

7. 2021Conference paper

   Automatic extraction of potentially contradictory parameters from specific field patent texts

   Daria Berdyugina, Denis Cavallucci

   TFC 2021: Creative Solutions for a Sustainable Development, 22–24 septembre 2021, Bolzano, Italy

   HAL hal-03393637PDF ↗Copy citationBibTeX

8. 2018Journal article

   Latent semantic extraction and analysis for TRIZ-based inventive design

   Wei Yan, Hong Liu, Yusheng Liu, Jihua Wang, Cecilia Zanni-Merk, Denis Cavallucci, Xiaodan Yan, Liang Zhang

   European Journal of Industrial Engineering

   DOI 10.1504/EJIE.2018.094593HAL hal-02047109Copy citationBibTeX

Source: HAL open archive (api.archives-ouvertes.fr). Titles are shown in their original language.