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Leveraging Code-Mixed Product Metadata and User Feedback for Personalized Recommendation on Daraz Bangladesh
KM Fahim A Bari, Muhammad Abdullah Adnan, Nafis Sadeq
Bangladeshi e-commerce platforms host millions of product reviews written in Bengali Unicode, English, and Banglish, where Bengali is phonetically transcribed in Latin script. Howe…
Towards Personalized Bangla Book Recommendation: A Large-Scale Heterogeneous Book Graph Dataset
Rahin Arefin Ahmed, Md. Anik Chowdhury, Sakil Ahmed Sheikh Reza +4
Personalized book recommendation in Bangla literature has been constrained by the lack of structured, large-scale, and publicly available datasets. This work introduces RokomariBG,…
Bridging Conversational and Collaborative Signals for Conversational Recommendation
Ahmad Bin Rabiah, Nafis Sadeq, Julian McAuley
Conversational recommendation systems (CRS) leverage contextual information from conversations to generate recommendations but often struggle due to a lack of collaborative filteri…