Search Results for author: Alan Lu

Found 4 papers, 1 papers with code

GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation

no code implementations8 Apr 2023 Jinming Li, Wentao Zhang, Tian Wang, Guanglei Xiong, Alan Lu, Gerard Medioni

The generated queries naturally serve as interpretable representations of user interests and can be searched to recommend cold-start items.

Language Modelling Recommendation Systems

Contrastive Learning for Interactive Recommendation in Fashion

no code implementations25 Jul 2022 Karin Sevegnani, Arjun Seshadri, Tian Wang, Anurag Beniwal, Julian McAuley, Alan Lu, Gerard Medioni

Recommender systems and search are both indispensable in facilitating personalization and ease of browsing in online fashion platforms.

Contrastive Learning Recommendation Systems +1

OutfitTransformer: Learning Outfit Representations for Fashion Recommendation

1 code implementation11 Apr 2022 Rohan Sarkar, Navaneeth Bodla, Mariya I. Vasileva, Yen-Liang Lin, Anurag Beniwal, Alan Lu, Gerard Medioni

For compatibility prediction, we design an outfit token to capture a global outfit representation and train the framework using a classification loss.

Retrieval

Semi-Supervised Learning with Auxiliary Evaluation Component for Large Scale e-Commerce Text Classification

no code implementations WS 2018 Mingkuan Liu, Musen Wen, Selcuk Kopru, Xianjing Liu, Alan Lu

To tackle this challenge, in this paper, we propose a semi-supervised learning method to utilize unlabeled data and user feedback signals to improve the performance of ML models.

General Classification Machine Translation +2

Cannot find the paper you are looking for? You can Submit a new open access paper.