Xiangping Wu

Gated Semantic Difference Based Sentence Semantic Equivalence Identification

2020 · IEEE/ACM Transactions on Audio Speech and Language Processing

This article proposes a novel sentence semantic equivalence identification (SSEI) method by using the semantic difference features between sentences. The lexical differences of a sentence pair are first extracted, and the bidirectional long short term …

Multi-axis Gating MLP with Bidirectional Feature Extraction for Sequence Recommendation

2022 · 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)

The sequence recommendation task uses neural network models such as GRU and Self-Attention to extract potential preference characteristics from the user’s behavior data, This makes the recommendation more accurate. However, they use the sequence information …