• SLU论文
• • 1 简介
  • 2 解决的论文目录（更新中）
  • 3 致谢

SLU论文

中文|English

1 简介

该项目用于对自然语言处理SLU(Spoken Language Understanding)方向的论文的代码实现和阅读。
需要阅读的论文分别是：
SLU论文
【无关联联合建模】

1. 《Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling》
2. 《BERT for Joint Intent Classification and Slot Filling》
   【意图关联槽位联合建模】
3. 《A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding》
4. 《Slot-Gated Modeling for Joint Slot Filling and Intent Prediction》
5. 《A Self-Attention Joint Model for Spoken Language Understanding in Situational Dialog Applications》
6. 《A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding》
   【双向关联联合建模】
7. 《A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling》
8. 《Joint Slot Filling and Intent Detection via Capsule Neural Networks》
9. 《JOINT INTENT DETECTION AND SLOT FILLING BASED ON CONTINUAL LEARNING MODEL》
10. 《Focus on Interaction: A Novel Dynamic Graph Model for Joint Multiple Intent Detection and Slot Filling》
11. 《Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling》
12. 《A Two-Stage Selective Fusion Framework for Joint Intent Detection and Slot Filling》
13. 《Joint intent detection and slot filling with wheel-graph attention networks》
14. 《A Graph Attention Interactive Refine Framework with Contextual Regularization for Jointing Intent Detection and Slot Filling》
15. 《A joint model based on interactive gate mechanism for spoken language understanding》
16. 《Learning High-Order Semantic Representation for Intent Classification and Slot Filling on Low-Resource Language via Hypergraph.》

2 解决的论文目录（更新中）

已有代码的论文目录分别是：

• 01 论文-Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling
  学习网站：https://www.jianshu.com/p/cec045c55175
  GitHub：https://github.com/DSKSD/RNN-for-Joint-NLU
• 02 论文-BERT for Joint Intent Classification and Slot Filling
  学习网站：https://www.jianshu.com/p/2144cb5b222f
  GitHub：https://github.com/monologg/JointBERT
• 03 论文-A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding
  学习网站：https://www.jianshu.com/p/70b6d594bfab
  GitHub：https://github.com/LeePleased/StackPropagation-SLU
• 04 论文-Slot-Gated Modeling for Joint Slot Filling and Intent Prediction
  学习网站：http://events.jianshu.io/p/8b3c6a9685e4
  GitHub：https://github.com/MiuLab/SlotGated-SLU
• 06 论文-A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding
  学习网站：https://www.jianshu.com/p/5cfbf1ddea74
  GitHub： https://github.com/NinedayWang/Self-Attentive-and-Gated-SLU
• 07 论文-A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling
  学习网站：https://www.jianshu.com/p/6c76f31f9e20
  GitHub：https://github.com/ZephyrChenzf/SF-ID-Network-For-NLU
• 08 论文-Joint Slot Filling and Intent Detection via Capsule Neural Networks
  学习网站：https://blog.csdn.net/u012852385/article/details/104346304
  GitHub：https://github.com/czhang99/Capsule-NLU
• 14 论文-A Graph Attention Interactive Refine Framework with Contextual Regularization for Jointing Intent Detection and Slot Filling
  GitHub：https://github.com/BillKiller/GAIR-SLU

3 致谢

感谢您的阅读！
祝您论文满席！