BERT4CTR: An Efficient Framework to Combine Pre-trained Language Model with Non-textual Features for CTR Prediction

no code implementations • 17 Aug 2023 • Dong Wang, Kavé Salamatian, Yunqing Xia, Weiwei Deng, Qi Zhiang

Although deep pre-trained language models have shown promising benefit in a large set of industrial scenarios, including Click-Through-Rate (CTR) prediction, how to integrate pre-trained language models that handle only textual signals into a prediction pipeline with non-textual features is challenging.

Click-Through Rate Prediction Dimensionality Reduction +1

A Geometric Approach for Real-time Monitoring of Dynamic Large Scale Graphs: AS-level graphs illustrated

no code implementations • 2 Jun 2018 • Loqman Salamatian, Dali Kaafar, Kavé Salamatian

The monitoring of large dynamic networks is a major chal- lenge for a wide range of application.