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

State of the Art Natural Language Processing

An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, date/time, etc. in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI, NL. Partial support for JA, KO, AR, SV). Packages available at: https://www.nuget.org/profiles/Recognizers.Text, https://www.npmjs.com/~recognizers.text

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia resources in text.

Insightful Tutorials and Papers about Knowledge Graphs

PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).

Babel Street Analytics Client Library for Python

Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling

Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型，可用于 http://lic2019.ccf.org.cn/kg 信息抽取。

Implementing a voice enabled chatbot which converses with a user via their voice in natural language. Website: https://scalability4all.github.io/

Code for http://lic2019.ccf.org.cn/kg 信息抽取。使用基于 BERT 的实体抽取和关系抽取的端到端的联合模型。

Automatic Entity Recognition and Typing for Domain-Specific Corpora (KDD'15)

Entity Extraction Text Processor

ReFinED is an efficient and accurate entity linking (EL) system.

A JavaFX based desktop search application.

Babel Street Analytics Client Library for Java