OpenCodePapers

intent-detection-on-snips

Intent Detection
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PaperCodeAccuracyModelNameReleaseDate
CTRAN: CNN-Transformer-based Network for Natural Language Understanding✓ Link99.42CTRAN2023-03-19
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding✓ Link99.0Stack-Propagation (+BERT)2019-09-05
CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task✓ Link98.3JointBERT-CAE2022-09-21
AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling✓ Link98.1AGIF2020-04-21
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding✓ Link98.00Stack-Propagation2019-09-05
LIDSNet: A Lightweight on-device Intent Detection model using Deep Siamese Network98.0LIDSNet2021-10-06
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling✓ Link97.43SF-ID2019-06-30
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling✓ Link97.43SF-ID (BLSTM) network2019-06-30
Joint Slot Filling and Intent Detection via Capsule Neural Networks✓ Link97.3Capsule-NLU2018-12-22
Slot-Gated Modeling for Joint Slot Filling and Intent Prediction✓ Link97.00Slot-Gated BLSTM with Attension2018-06-01
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