51 citations · 53 across the 11 of their papers we have counts for
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cs.LG2024
Text2Cypher: Bridging Natural Language and Graph Databases
Makbule Gulcin Ozsoy, Leila Messallem, Jon Besga +1
Knowledge graphs use nodes, relationships, and properties to represent arbitrarily complex data. When stored in a graph database, the Cypher query language enables efficient modeli…
cs.LG2024★ 2 cited
Multi-Margin Cosine Loss: Proposal and Application in Recommender Systems
Makbule Gulcin Ozsoy
Recommender systems guide users through vast amounts of information by suggesting items based on their predicted preferences. Collaborative filtering-based deep learning techniques…
cs.LG2016★ 51 cited
From Word Embeddings to Item Recommendation
Makbule Gulcin Ozsoy
Social network platforms can use the data produced by their users to serve them better. One of the services these platforms provide is recommendation service. Recommendation system…