Publications

1. 2025Preprint (arXiv)

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

   Iliass Ayaou, Denis Cavallucci

   arXiv preprint

   DOI 10.48550/arXiv.2510.22264PDF ↗Copy citationBibTeX

2. 2025Preprint (arXiv)

   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 ↗Copy citationBibTeX

3. 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

4. 2024Conference paper

   Leveraging Information Retrieval Pipelines for Inventive Design: Application in Efficient Lattice Structures Manufacturing

   Iliass Ayaou, Hicham Chibane, Simon Koch, Denis Cavallucci

   24th IFIP WG 5.4 International TRIZ Future Conference, TFC 2024

   DOI 10.1007/978-3-031-75923-9_21HAL hal-04813499Copy citationBibTeX

5. 2023Conference paper

   Multi-domain and Heterogeneous Data Driven Innovative Problem Solving: Towards a Unified Representation Framework

   Iliass Ayaou, Denis Cavallucci

   23th International TRIZ Future Conference (TFC)

   DOI 10.1007/978-3-031-42532-5_10HAL hal-04212990PDF ↗Copy citationBibTeX

6. 2022Journal article

   Automatic extraction of inventive information out of patent texts in support of manufacturing design studies using Natural Languages Processing

   Daria Berdyugina, Denis Cavallucci

   Journal of Intelligent Manufacturing

   DOI 10.1007/s10845-022-01943-yHAL hal-03659364Copy citationBibTeX

7. 2022Conference paper

   Automated TRIZ Domain Mapping

   Guillaume Guarino, Denis Cavallucci

   22th International TRIZ Future Conference (TFC)

   DOI 10.1007/978-3-031-17288-5_18HAL hal-04054703PDF ↗Copy citationBibTeX

8. 2022Journal article

   A Rule-Based Heuristic Methodology for Su-Field Analysis in Industrial Engineering Design

   Wei Yan, Cecilia Zanni-Merk, Denis Cavallucci, Qiushi Cao, Liang Zhang, Zengyan Ji

   Information

   DOI 10.3390/info13030143HAL hal-03797747PDF ↗Copy citationBibTeX

9. 2022Journal article

   PaTRIZ: A framework for mining TRIZ contradictions in patents

   Guillaume Guarino, Ahmed Samet, Denis Cavallucci

   Expert Systems with Applications

   DOI 10.1016/j.eswa.2022.117942HAL hal-03752549Copy citationBibTeX

10. 2022Conference paper

    Exploitation of Causal Relation for Automatic Extraction of Contradiction from a Domain-Restricted Patent Corpus

    Daria Berdyugina, Denis Cavallucci

    22th International TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-031-17288-5_8HAL hal-03884161PDF ↗Copy citationBibTeX

11. 2021Conference paper

    Patent Specialization for Deep Learning Information Retrieval Algorithms

    Denis Cavallucci, Guillaume Guarino, Ahmed Samet

    TRIZ Future conference

    DOI 10.1007/978-3-030-86614-3_13HAL hal-04067794PDF ↗Copy citationBibTeX

12. 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

13. 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

14. 2020Conference paper

    Similarity Computation Supporting creative activities

    Xin Ni, Ahmed Samet, Denis Cavallucci

    The Sixth International Conference on Design Creativity (ICDC2020)

    DOI 10.35199/ICDC.2020.26HAL hal-03078909Copy citationBibTeX

15. 2020Conference paper

    Setting Up Context-Sensitive Real-Time Contradiction Matrix of a Given Field Using Unstructured Texts of Patent Contents and Natural Language Processing

    Daria Berdyugina, Denis Cavallucci

    20th International TRIZ Future Conference on Automated Invention for Smart Industries (TFC 2020)

    DOI 10.1007/978-3-030-61295-5_3HAL hal-04245211Copy citationBibTeX

16. 2020Conference paper

    Build Links Between Problems and Solutions in the Patent

    Xin Ni, Ahmed Samet, Denis Cavallucci

    TFC 2020 ,20th International TRIZ Future Conference

    DOI 10.1007/978-3-030-61295-5_6HAL hal-04810189Copy citationBibTeX

17. 2020Conference paper

    Improvement of Automatic Extraction of Inventive Information with Patent Claims Structure Recognition

    Daria Berdyugina, Denis Cavallucci

    2020 Computing Conference, 6-17 July 2020, Virtual Event.

    DOI 10.1007/978-3-030-52246-9_46HAL hal-04247035Copy citationBibTeX

18. 2019Conference paper

    An Approach Merging the IDM-Related Knowledge

    Xin Ni, Ahmed Samet, Denis Cavallucci

    19th International TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-030-32497-1_13HAL hal-02905560PDF ↗Copy citationBibTeX

19. 2019Journal article

    A new function-based patent knowledge retrieval tool for conceptual design of innovative products

    Liu Longfan, Li Yan, Yan Xiong, Denis Cavallucci

    Computers in Industry

    DOI 10.1016/j.compind.2019.103154HAL hal-03594809Copy citationBibTeX

20. 2019Conference paper

    A Multi-perspective and Multi-level Based Approach to Organize and Represent Inventive Knowledge

    Longfan Liu, Denis Cavallucci, Yan Li

    19th International TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-030-32497-1_19HAL hal-02905525PDF ↗Copy citationBibTeX

21. 2018Conference paper

    Text Simplification of Patent Documents

    Jeongwoo Kang, Achille Souili, Denis Cavallucci

    18th TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-030-02456-7_19HAL hal-02279758PDF ↗Copy citationBibTeX

22. 2018Conference paper

    Automatic Extraction of IDM-Related Information in Scientific Articles and Online Science News Websites

    Oriane Nédey, Achille Souili, Denis Cavallucci

    18th TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-030-02456-7_18HAL hal-02279756PDF ↗Copy citationBibTeX

23. 2017Book chapter

    Automated Extraction of Knowledge Useful to Populate Inventive Design Ontology from Patents

    Achille Souili, Denis Cavallucci

    TRIZ – The Theory of Inventive Problem Solving

    DOI 10.1007/978-3-319-56593-4_2HAL hal-02401361Copy citationBibTeX

24. 2014Conference paper

    Identifying and reformulating knowledge items to fit with the Inventive Design Method (IDM) model for a semantically-based patent mining

    Achille Souili, Denis Cavallucci, François Rousselot

    World Conference TRIZ Future 2011-2014

    HAL hal-05403756PDF ↗Copy citationBibTeX

25. 2014Conference paper

    Natural Language Processing (NLP) - A solution for knowledge extraction from patent unstructured data

    Achille Souili, Denis Cavallucci, François Rousselot

    World Conference TRIZ Future 2011-2014

    HAL hal-05403757PDF ↗Copy citationBibTeX

26. 2011Conference paper

    Starting from patents to find inputs to the Problem Graph model of IDM-TRIZ

    Achille Souili, Denis Cavallucci, François Rousselot, Cecilia Zanni

    TRIZ Future 2011

    HAL hal-01147897PDF ↗Copy citationBibTeX

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