|
Bi-model with decoder
|
A Bi-model based RNN Semantic Frame Parsing Model…
|
98.99
|
2018-12-26
|
|
|
Attention Encoder-Decoder NN
|
Attention-Based Recurrent Neural Network Models f…
|
98.43
|
2016-09-06
|
|
|
Joint model with recurrent slot label context
|
Joint Online Spoken Language Understanding and La…
|
98.40
|
2016-09-06
|
|
|
CTRAN
|
CTRAN: CNN-Transformer-based Network for Natural …
|
98.07
|
2023-03-19
|
|
|
Joint BERT + CRF
|
BERT for Joint Intent Classification and Slot Fil…
|
97.90
|
2019-02-28
|
|
|
SF-ID
|
A Novel Bi-directional Interrelated Model for Joi…
|
97.76
|
2019-06-30
|
|
|
SF-ID (BLSTM) network
|
A Novel Bi-directional Interrelated Model for Joi…
|
97.76
|
2019-06-30
|
|
|
Stack-Propagation (+BERT)
|
A Stack-Propagation Framework with Token-Level In…
|
97.50
|
2019-09-05
|
|
|
Joint BERT
|
BERT for Joint Intent Classification and Slot Fil…
|
97.50
|
2019-02-28
|
|
|
DELTA (BLSTM-CRF)
|
DELTA: A DEep learning based Language Technology …
|
97.40
|
2019-08-02
|
|
|
AGIF
|
AGIF: An Adaptive Graph-Interactive Framework for…
|
97.10
|
2020-04-21
|
|
|
LIDSNet
|
LIDSNet: A Lightweight on-device Intent Detection…
|
95.97
|
2021-10-06
|
|
|
Capsule-NLU
|
Joint Slot Filling and Intent Detection via Capsu…
|
0.95
|
2018-12-22
|
|