seq2rel

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

✨Fast Coreference Resolution in spaCy with Neural Networks

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

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.

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

Insightful Tutorials and Papers about Knowledge Graphs

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

BERT for Coreference Resolution

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

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