Verfahren und System zur Methodologie des Einatmungsabrufs für Wissenschaftliche Forschungsprobleme
Anmelder: Tata Consultancy Services Limited 🇮🇳
Details
- Veröffentlichungs-Nr.
- EP4807623
- Anmeldetag
- 22. Dezember 2025
- Veröffentlichung
- 16. September 2026
- Rechtsraum
- EP
Abstract
The embodiments of the present disclosure herein address unresolved problems of existing idea generation approaches depart from the realistic setting, where the key challenge lies in prioritizing retrieval of the literature most conducive to generating novel research ideas, provided only the research problem and its motivation as the query. Embodiments herein provide a method and system for methodology inspiration retrieval for scientific research problems. The system leverages a rich citation network within a research domain to derive a directed Methodology Adjacency Graph (MAG). The directed MAG captures methodological lineage, with the corresponding citation contexts from the citing papers. Further, a dataset is curated to fine-tune retrievers and evaluate MIR task by extending multi-cite dataset. To fine-tune a more effective retrieval model for MIR, a triplet loss is formulated by synthesizing samples from the directed MAG. Further, a reasoning-intensive process essential for MIR is simulated by extending a predefined LLM-based re-ranker.
Anmelder
- Firma
- Tata Consultancy Services Limited
- Land
- 🇮🇳 Indien
Indisches IT-Dienstleistungs- und Beratungsunternehmen, Teil der Tata Group. Bietet Softwareentwicklung, IT-Consulting, Outsourcing und digitale Transformationslösungen für Unternehmenskunden weltweit an.
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Boehmert & Boehmert geht auf die Zulassung von Dr. Karl Boehmert 1931 in Berlin zurück. Mit Standorten in Deutschland, Alicante, Paris und Shanghai bietet die Kanzlei IP aus einer Hand und legt besonderen Wert auf persönliche Mandantenbetreuung statt Anonymität.