Research on Multilingual News Clustering Based on Cross-Language Word Embeddings

no code implementations • 30 May 2023 • Lin Wu, Rui Li, Wong-Hing Lam

(2) We use the LDA topic model to represent news as a combina-tion of cross-lingual vectors for headlines and topic probability distributions for con-tent, introducing concepts such as topic similarity to address the cross-lingual issue in news content representation.

Clustering Knowledge Distillation +3

The News Delivery Channel Recommendation Based on Granular Neural Network

no code implementations • 30 May 2023 • Lin Wu, Rui Li, Jiaxuan Liu, Wong-Hing Lam

As is known, traditional news recommendation systems mostly employ techniques based on collaborative filtering and deep learning, but the performance of these algorithms is constrained by the sparsity of the data and the scalability of the approaches.

Collaborative Filtering Machine Translation +4