slot-filling
There are 91 repositories under slot-filling topic.
deeppavlov/DeepPavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
snipsco/snips-nlu
Snips Python library to extract meaning from text
charlesXu86/Chatbot_CN
基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
GaoQ1/rasa_chatbot_cn
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)
PrithivirajDamodaran/Parrot_Paraphraser
A practical and feature-rich paraphrasing framework to augment human intents in text form to build robust NLU models for conversational engines. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.
monologg/JointBERT
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
Picovoice/rhino
On-device Speech-to-Intent engine powered by deep learning
princeton-nlp/DensePhrases
[ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624
HadoopIt/rnn-nlu
A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling
sz128/slot_filling_and_intent_detection_of_SLU
slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet
zjunlp/OpenUE
[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text
MiuLab/SlotGated-SLU
Slot-Gated Modeling for Joint Slot Filling and Intent Prediction
applenob/RNN-for-Joint-NLU
Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
yueyu1030/COSINE
[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.
DSKSD/RNN-for-Joint-NLU
Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
brightmart/slot_filling_intent_joint_model
attention based joint model for intent detection and slot filling
GaoQ1/ner-slot_filling
中文自然语言的实体抽取和意图识别（Natural Language Understanding），可选Bi-LSTM + CRF 或者 IDCNN + CRF
LeePleased/StackPropagation-SLU
Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".
czhang99/Capsule-NLU
Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471
taishan1994/pytorch_bert_intent_classification_and_slot_filling
基于pytorch的中文意图识别和槽位填充
chsasank/ATIS.keras
Spoken Language Understanding(SLU)/Slot Filling in Keras
Ailln/fuzi-nlu
🤖️ 聊天机器人——夫子的「自然语言理解」模块
VinAIResearch/JointIDSF
BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)
liuzl/fmr
Functional Meaning Representation and Semantic Parsing Framework
zliucr/coach
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)
LooperXX/AGIF
Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling"
yuanxiaosc/Slot-Filling-and-Intention-Prediction-in-Paper-Translation
槽填充、意图预测（口语理解）论文整理和中文翻译。Slot filling and intent prediction paper collation and Chinese translation.
GaoQ1/rasa-nlp-architect
采用nlp-architect实现rasa-nlu中文意图提取和槽填充
llhthinker/slot-filling
Blog: https://www.cnblogs.com/llhthinker/p/8978029.html
exah/nano-slots
A super lightweight slots implementation for React
macournoyer/utterance_parser
Extract intent and entities from natural language utterances
LooperXX/ProSLU
Open source code and data for AAAI 2022 Oral Paper "Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding"
jeffchy/RE2NN-SEQ
Source code for the EMNLP2021 paper: "Neuraling Regular Expressions for Slot Filling"
ZhenwenZhang/Slot_Filling
Latest research advances on semantic slot filling.
dialogflow/fulfillment-telephony-nodejs
Sample integrating Telephony, Google Sheets, and Slot Filling with Dialogflow
DevRoss/bert-slot-tokenizer
这是一个slot filling任务的预处理工具