An open source library for deep learning end-to-end dialog systems and chatbots.
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Updated
May 31, 2024 - Python
An open source library for deep learning end-to-end dialog systems and chatbots.
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
A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling
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
attention based joint model for intent detection and slot filling
Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".
BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)
Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling"
Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471
Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.
基于pytorch的中文意图识别和槽位填充
Natural language understanding library for chatbots with intent recognition and entity extraction.
Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)
A flutter plugin to run always-on speech to text service in the background.
Natural Language Processing
A flexible and pragmatic chatbot intent classifier for chatbots
Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.
A chat bot designed to answer FAQs of a specific subject using Rasa-NLU.
Intent Detection: From Sesame Street to LLMs #IndoML 2023 #Datathon #Tutorial
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