Popular GitHub Repositories for Intent Detection

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

基于pytorch的中文意图识别和槽位填充

Open-source ecosystem for building AI-powered conversational solutions using RAG, agents, FSMs, and LLMs.

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

Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.

Complete code for the proposed CNN-Transformer model for natural language understanding.

A flutter plugin to run always-on speech to text service in the background.

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

Weather-Flight-Bot, a combined model of semantics slot-filling and intent detection powered by neural network (LSTM and CNN layers).

A voice chatbot built with React and FastAPI, leveraging LangChain & GPT.