slot-filling topic

List slot-filling repositories

COSINE

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[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.

rasa_chatbot_cn

955
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292
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building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)

slot_filling_intent_joint_model

179
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67
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attention based joint model for intent detection and slot filling

JointBERT

617
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181
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Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

OpenUE

319
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62
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[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text

ATIS.keras

101
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41
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Spoken Language Understanding(SLU)/Slot Filling in Keras

StackPropagation-SLU

143
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37
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Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".

Capsule-NLU

137
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26
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Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471

fuzi-nlu

90
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27
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🤖️ 聊天机器人——夫子的「自然语言理解」模块

JointIDSF

78
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31
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BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)