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Top 8 intent-classification open source projects
Deeppavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
✭ 5,525
python
Jupyter Notebook
HTML
deep-learning
machine-learning
tensorflow
nlp
bot
artificial-intelligence
deep-neural-networks
ai
chatbot
named-entity-recognition
question-answering
nlp-machine-learning
dialogue-systems
entity-extraction
chitchat
dialogue-agents
slot-filling
dialogue-manager
intent-classification
intent-detection
Snips Nlu
Snips Python library to extract meaning from text
✭ 3,583
python
machine-learning
nlp
bot
chatbot
ml
text-classification
named-entity-recognition
ner
nlu
information-extraction
machine-learning-library
snips
slot-filling
intent-classification
intent-parser
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.
✭ 63
python
datasets
libary
intent-classification
intent-detection
few-shot
nlcli
Natural language interface for the command line.
✭ 21
python
Makefile
Dockerfile
cli
text-processing
natural-language-understanding
intent-classification
intent-parser
alter-nlu
Natural language understanding library for chatbots with intent recognition and entity extraction.
✭ 45
python
nlp
bot
deep-learning
text-classification
chatbot
bot-framework
nlu
information-extraction
spacy
fuzzywuzzy
nlp-machine-learning
nlp-keywords-extraction
chatbot-framework
entity-extraction
conversational-ai
intent-classification
intent-detection
intent-parser
flashtext
nlu-engine
CMID
Chinese Medical Intent Dataset
✭ 92
dataset
intent-classification
OpenUE
OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)
✭ 274
python
Jupyter Notebook
shell
nlp
natural-language-processing
pytorch
named-entity-recognition
event-extraction
bert
slot-filling
relation-extraction
intent-classification
triple-extraction
nlp-extraction-tasks
openue
Slotfilling
Using Tensorflow to train a slot-filling & intent joint model
✭ 14
python
tensorflow
slot-filling
intent-classification
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intent-classification projects