1 code implementation • Findings (ACL) 2022 • Qiwei Bi, Jian Li, Lifeng Shang, Xin Jiang, Qun Liu, Hanfang Yang
With the adoption of large pre-trained models like BERT in news recommendation, the above way to incorporate multi-field information may encounter challenges: the shallow feature encoding to compress the category and entity information is not compatible with the deep BERT encoding.
1 code implementation • Findings (ACL) 2022 • Jian Li, Jieming Zhu, Qiwei Bi, Guohao Cai, Lifeng Shang, Zhenhua Dong, Xin Jiang, Qun Liu
Accurately matching user’s interests and candidate news is the key to news recommendation.
no code implementations • 13 Sep 2021 • Qiwei Bi, Haoyuan Li, Kun Lu, Hanfang Yang
Previous abstractive methods apply sequence-to-sequence structures to generate summary without a module to assist the system to detect vital mentions and relationships within a document.