Ask Me What You Need: Product Retrieval using Knowledge from GPT-3

no code implementations • 6 Jul 2022 • Su Young Kim, Hyeonjin Park, Kyuyong Shin, Kyung-Min Kim

In this paper, we propose a GPT-3 based product retrieval system that leverages the knowledge-base (KB) of GPT-3 for question answering; users do not need to know the specific illustrative keywords for a product when querying.

Common Sense Reasoning Question Answering +1

Scaling Law for Recommendation Models: Towards General-purpose User Representations

no code implementations • 15 Nov 2021 • Kyuyong Shin, Hanock Kwak, Su Young Kim, Max Nihlen Ramstrom, Jisu Jeong, Jung-Woo Ha, Kyung-Min Kim

Here we explore the possibility of general-purpose user representation learning by training a universal user encoder at large scales.

Contrastive Learning Representation Learning