Search Results for author: Suthee Chaidaroon

Found 2 papers, 1 papers with code

A Multi-task Learning Framework for Product Ranking with BERT

no code implementations10 Feb 2022 Xuyang Wu, Alessandro Magnani, Suthee Chaidaroon, Ajit Puthenputhussery, Ciya Liao, Yi Fang

The proposed model utilizes domain-specific BERT with fine-tuning to bridge the vocabulary gap and employs multi-task learning to optimize multiple objectives simultaneously, which yields a general end-to-end learning framework for product search.

Information Retrieval Multi-Task Learning +1

Variational Deep Semantic Hashing for Text Documents

2 code implementations11 Aug 2017 Suthee Chaidaroon, Yi Fang

Especially, deep generative models naturally combine the expressiveness of probabilistic generative models with the high capacity of deep neural networks, which is very suitable for text modeling.

Image Retrieval Information Retrieval +4

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