KBERT
Paper: "K-BERT: Enabling Language Representation with Knowledge Graph"
paper address: https://arxiv.org/pdf/1909.07606v1
git address: https://github.com/autoliuweijie/K-BERT
SoftLexicon
Simplify the Usage of Lexicon in Chinese NER git from ACL 2020
: https://github.com/v-mipeng/LexiconAugmentedNER
paper: https://arxiv.org/abs/1908.05969
FLAT
Chinese NER Using Flat-Lattice Transformer
论文：https://arxiv.org/pdf/2004.11795.pdf
git:https://github.com/LeeSureman/Flat-Lattice-Transformer
lattice = char + lexion bigram
raw_emb = ( lattice_emb + bigram_emb +bert_emb )
pos_emb = (pos_s, pos_e)
emb = f(raw_emb, pos_emb)
emb + transformer layer + crf = seqlabel
Remarks: bert uses the lattice vocabulary
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding
Paper: https://arxiv.org/pdf/1909.02188.pdf
git:
DCA-NET
A Co-Interactive Transformer for Joint Slot Filling and Intent Detection
