activity
20202023
most citedJointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation

30 citations · 51 across the 7 of their papers we have counts for

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Showing 2022Show all

3 papers · 1 filter

cs.CL2022★ 4 cited

Tri-Attention: Explicit Context-Aware Attention Mechanism for Natural Language Processing

Rui Yu, Yifeng Li, Wenpeng Lu +1

In natural language processing (NLP), the context of a word or sentence plays an essential role. Contextual information such as the semantic representation of a passage or historic…

cs.IR2022

Modeling Multi-interest News Sequence for News Recommendation

Rongyao Wang, Wenpeng Lu

A session-based news recommender system recommends the next news to a user by modeling the potential interests embedded in a sequence of news read/clicked by her/him in a session.…

cs.IR2022

Modeling Complex Dependencies for Session-based Recommendations via Graph Neural Networks

Qian Zhang, Wenpeng Lu

Session-based recommendations (SBRs) capture items' dependencies from the sessions to recommend the next item. In recent years, Graph neural networks (GNN) based SBRs have become t…