Projects in Awesome Lists tagged with intent-detection

https://github.com/deeppavlov/DeepPavlov

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

ai artificial-intelligence bot chatbot chitchat deep-learning deep-neural-networks dialogue-agents dialogue-manager dialogue-systems entity-extraction intent-classification intent-detection machine-learning named-entity-recognition nlp nlp-machine-learning question-answering slot-filling tensorflow

Last synced: 25 Oct 2024

https://github.com/deepmipt/DeepPavlov

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

ai artificial-intelligence bot chatbot chitchat deep-learning deep-neural-networks dialogue-agents dialogue-manager dialogue-systems entity-extraction intent-classification intent-detection machine-learning named-entity-recognition nlp nlp-machine-learning question-answering slot-filling tensorflow

Last synced: 14 Dec 2024

https://github.com/deeppavlov/deeppavlov

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

ai artificial-intelligence bot chatbot chitchat deep-learning deep-neural-networks dialogue-agents dialogue-manager dialogue-systems entity-extraction intent-classification intent-detection machine-learning named-entity-recognition nlp nlp-machine-learning question-answering slot-filling tensorflow

Last synced: 16 Dec 2024

https://github.com/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

attention-mechanism chatbot-cn deep-learning dialogue-systems django-restful intent-detection ir knowledge-graph ner nlg nlu oriented-dialogs recommendation reinforcement-learning sentiment-analysis slot-filling tenserflow-serving tensorflow text-classification text-correct

Last synced: 06 Nov 2024

https://github.com/brightmart/slot_filling_intent_joint_model

attention based joint model for intent detection and slot filling

attention-mechanism bi-directional cnn intent-detection joint-models knowledge-representation slot-filling

Last synced: 20 Dec 2024

https://github.com/taishan1994/pytorch_bert_intent_classification_and_slot_filling

基于pytorch的中文意图识别和槽位填充

intent-detection named-entity-recognition slot-filling

Last synced: 22 Dec 2024

https://github.com/jianguoz/few-shot-intent-detection

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

datasets few-shot intent-classification intent-detection libary

Last synced: 15 Nov 2024

https://github.com/LooperXX/AGIF

Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling"

dialogue-systems end-to-end intent-detection multi-intent slot-filling spoken-language-understanding task-oriented-dialogue

Last synced: 06 Nov 2024

https://github.com/deeppavlov/autointent

An open source tool for automatic configuration of a text classification pipeline for intent prediction

auto-ml dialog-systems intent-detection nlp transformers

Last synced: 09 Nov 2024

https://github.com/mjahmadee/intent_classification

Intent Classification

intent-classification intent-detection nlp question-answering

Last synced: 12 Nov 2024

https://github.com/davidemodolo/nlu_intent_and_slot

Intent detection and Slot filling joint learning on ATIS and SNIPS datasets using pre-trained models and built-from-scratch models

atis-dataset bert encoder-decoder-model ernie intent-classification intent-detection pytorch slot-filling snips-dataset

Last synced: 18 Nov 2024

https://github.com/tahmidefaz/seedling

🌱 Simple and scalable intent recognition using LLMs

generative-ai intent-detection python-library

Last synced: 15 Nov 2024

https://github.com/kristofferv98/semanthavoiceassistant

A comprehensive AI companion leveraging advanced semantic analysis, sentiment detection, and voice processing to provide personalized and context-aware interactions using Autogen, semantic-router, and VoiceProcessingToolkit.

ai-companion autogen elevenlabs intent-detection local-llm natural-language-processing openai personalized-interactions picovoice python rag semantic-routing sentiment-analysis text-to-speech voice-activity-detection voice-assistant voice-processing voice-recognition websearch whisper

Last synced: 11 Nov 2024

https://github.com/dron3flyv3r/s.o.p.a-mk3-nlu

This is a small project focused on the Natural Language Understanding (NLU) of an AI smart system. This component can predict the intent and identify relevant entities or context from a given text prompt.

ai intent-detection ner nlp nlu smart-assistant

Last synced: 08 Nov 2024