Top 8 slot-filling open source projects

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

Snips Python library to extract meaning from text

Extract intent and entities from natural language utterances

🤖️ 基于 PyTorch 的任务型聊天机器人（支持私有部署和 docker 部署的 Chatbot）

Tool for slot extraction from text

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

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)

Using Tensorflow to train a slot-filling & intent joint model