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.
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.
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.