[HTML][HTML] Identifying the Risk Factors of Allergic Rhinitis Based on Zhihu Comment Data Using a Topic-Enhanced Word-Embedding Model: Mixed Method Study and …

D Gu, Q Wang, Y Chai, X Yang, W Zhao, M Li… - Journal of Medical …, 2024 - jmir.org
Background Allergic rhinitis (AR) is a chronic disease, and several risk factors predispose
individuals to the condition in their daily lives, including exposure to allergens and inhalation …

PersonalTM: Transformer memory for personalized retrieval

R Lian, S Lu, C Solomon, G Aguilar… - Proceedings of the 46th …, 2023 - dl.acm.org
The Transformer Memory as a Differentiable Search Index (DSI) has been proposed as a
new information retrieval paradigm, which aims to address the limitations of dual-encoder …

Progressive search personalization and privacy protection using federated learning

S Sarkar, S Agrawal, A Chowdhuri, S Ramani - Expert Systems, 2023 - Wiley Online Library
Personalized search comes under recommendation systems which provide more user‐
focused query results. Applications such as movie recommendations, document …

[图书][B] Improving Text Representations With Language Models: Contrastive Learning, Personalization, and Data Augmentation

R Lian - 2023 - search.proquest.com
Text representation learning is a fundamental task in NLP. It aims to capture the semantic,
syntactic, and contextual information present in textual data and transform it into a numerical …