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Sankore

Named after the University of Sankore in Timbuktu — one of the world’s oldest centres of learning. Every figure here is computed from work-level records in our own graph, never copied from a source’s summary count.

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Coverage is partial and says so. A country appears with its research output only once its works have been swept; until then the portal shows whatever the graph happens to hold for it and labels it as exactly that.

Siamese-based metric joint learning for intent detection and slot filling using triplet loss optimization

2025Scientific ReportsJournalOpen access

10.1038/s41598-025-31864-8 Full text0 citations

Authors

7 authors across 4 institutions in 2 countries.

Yusuf Idris MuhammadFirst authorCorresponding
- Sa'adatu Rimi College of Education (NG)
Naomie Salim
Anazida Zainal
Maged Nasser
Ahmad Sobri Hashim
Sharin Hazlin Huspi
Yunusa Adamu BenaSenior author
- Abdullahi Fodio University of Science and Technology (NG)

Fields

Assignment is probabilistic — a work belongs to several fields in proportions.

Topic Modelinglevel 3 · 0.61
Emotion and Mood Recognitionlevel 3 · 0.06
Speech and dialogue systemslevel 3 · 0.06

Sources

Several sources describing one work is the point — it means the record rests on more than one authority.

openalexseen September 9, 2026
2025 · Scientific Reports · 0 citations
https://openalex.org/W4417466422

Siamese-based metric joint learning for intent detection and slot filling using triplet loss optimization · Sankore