intent-detection topic

An open source library for deep learning end-to-end dialog systems and chatbots.

deeppavlov

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

sz128

A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling

HadoopIt

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

charlesXu86

attention based joint model for intent detection and slot filling

brightmart

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

LeePleased

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

czhang99

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

VinAIResearch

Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.

jianguoz

Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)

thuiar