💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

Natural Language Processing Best Practices & Examples

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Snips Python library to extract meaning from text

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

NLP made easy

DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/

A practical and feature-rich paraphrasing framework to augment human intents in text form to build robust NLU models for conversational engines. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

🤖 An open source chat-ops bot framework

基于自然语言理解与机器学习的聊天机器人，支持多用户并发及自定义多轮对话

On-device Speech-to-Intent engine powered by deep learning

On-device voice assistant platform powered by deep learning

API of Articut 中文斷詞 (兼具語意詞性標記)：「斷詞」又稱「分詞」，是中文資訊處理的基礎。Articut 不用機器學習，不需資料模型，只用現代白話中文語法規則，即能達到 SIGHAN 2005 F1-measure 94% 以上，Recall 96% 以上的成績。

A powerful dataset generator for Rasa NLU, inspired by Chatito

turn natural language into structured data(支持中文，自定义了N种模型，支持不同的场景和任务)

Recent Deep Learning papers in NLU and RL

all kinds of baseline models for sentence similarity 句子对语义相似度模型

Semantics-aware BERT for Language Understanding (AAAI 2020)

Wren enables users to discover and explore daily news stories 🗞️📻 📺