Ting Jiang
4 papers in the PaperMetrix corpus
Papers by this author
-
A Hybrid Model Based on Pre-trained Language Model and Graph Neural Networks for Scientific Paper Recommendation
2022 · 2022 4th International Conference on Machine Learning, Big Data and Business Intelligence (MLBDBI)
Due to the overload of published scientific articles, paper recommendation has long been a critical research problem for automatically recommending high quality scientific papers for researchers. For scientific paper recommendation, the existing methods are mainly …
-
Dynamic Feature Collaborative Variational Auto-Encoders for Academic Paper Recommendation
2023 · EITCE
The rapid growth of scientific research has contributed to an overwhelming surge of information in academic papers, and scholarly paper recommendation systems have developed rapidly. However, existing systems often underutilize valuable feature information and fail …
-
Hierarchical Neural Topic Model with Embedding Cluster and Neural Variational Inference
2023 · Society for Industrial and Applied Mathematics eBooks
Compared to flat topic models, hierarchical topic models not only exploit inherent structural information in the corpus but detect better semantic topics with the help of hierarchy knowledge. Recently, Neural-Variational-Inference (NVI) based hierarchical neural topic …
-
PromptBERT: Improving BERT Sentence Embeddings with Prompts
2022
Ting Jiang, Jian Jiao, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Denvy Deng, Qi Zhang. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. 2022.