8 citations · 16 across the 5 of their papers we have counts for
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3 papers · 1 filter
cs.IR2019
Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification
Jianming Zheng, Fei Cai, Honghui Chen +1
Text representation can aid machines in understanding text. Previous work on text representation often focuses on the so-called forward implication, i.e., preceding words are taken…
cs.IR2019★ 6 cited
Improving End-to-End Sequential Recommendations with Intent-aware Diversification
Wanyu Chen, Pengjie Ren, Fei Cai +1
Sequential Recommendation (SRs) that capture users' dynamic intents by modeling user sequential behaviors can recommend closely accurate products to users. Previous work on SRs is…
cs.IR2019★ 8 cited
Joint Neural Collaborative Filtering for Recommender Systems
Wanyu Chen, Fei Cai, Honghui Chen +1
We propose a J-NCF method for recommender systems. The J-NCF model applies a joint neural network that couples deep feature learning and deep interaction modeling with a rating mat…