PatentSpark
Find, in patents, the solutions and contradictions related to your problem.
From the thesisPatent intelligence and LLM orchestration of ARIZ
- Problem addressed
- Keyword search misses most relevant patents, especially across technical domains.
- Scientific contribution
- Patent-specialised embedding models and a hybrid search deduplicated by patent family.
- Origin
- PhD thesis of Iliass Ayaou (2025)
- Research themes
- Patent and scientific literature intelligence
Related
Theses and projects1
People2
Research themes1
Publications5
- PatenTEB: A Comprehensive Benchmark and Model Family for Patent Text Embedding2025 · arXiv preprint
- DAPFAM: A Domain-Aware Family-level Dataset to benchmark cross domain patent retrieval2025 · arXiv preprint
- SynCRF: Syntax-Based Conditional Random Field for TRIZ Parameter Minings2024 · 16th International Conference on Agents and Artificial Intelligence, ICAART 2024, 24-26 February, 2024
- Leveraging Information Retrieval Pipelines for Inventive Design: Application in Efficient Lattice Structures Manufacturing2024 · 24th IFIP WG 5.4 International TRIZ Future Conference, TFC 2024
- Multi-domain and Heterogeneous Data Driven Innovative Problem Solving: Towards a Unified Representation Framework2023 · 23th International TRIZ Future Conference (TFC)