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.IR2024
Multilingual Prompts in LLM-Based Recommenders: Performance Across Languages
Makbule Gulcin Ozsoy
Large language models (LLMs) are increasingly used in natural language processing tasks. Recommender systems traditionally use methods such as collaborative filtering and matrix fa…
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…