Porous Lattice-based Transformer Encoder for Chinese NER

no code implementations • 7 Nov 2019 • Xue Mengge, Yu Bowen, Liu Tingwen, Zhang Yue, Meng Erli, Wang Bin

Incorporating lattices into character-level Chinese named entity recognition is an effective method to exploit explicit word information.

Chinese Named Entity Recognition named-entity-recognition +2

Incorporating Semantic Knowledge into Latent Matching Model in Search

no code implementations • 21 Apr 2016 • Wang Shuxin, Jiang Xin, Li Hang, Xu Jun, Wang Bin

One technical challenge with the approach is that it is hard to train a model for tail queries and tail documents for which there are not enough clicks.