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Kyu Seok Kim

1 accepted papers

2022

GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering

NAACL 2022long

Content-based collaborative filtering (CCF) predicts user-item interactions based on both users’ interaction history and items’ content information. Recently, pre-trained language models (PLM) have been used to extract high-quality item encodings for CCF. However, it is resource-intensive to train a…