entity-extraction 开源项目推荐（336 个）

deeppavlov /DeepPavlov

用于深度学习端到端对话系统和聊天机器人的开源库。

axa-group /nlp.js

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

JohnSnowLabs /spark-nlp

最先进的自然语言处理

microsoft /Recognizers-Text

Microsoft.Recognizers.文本提供多种语言（ZH、EN、FR、ES、PT、DE、IT、TR、HI、NL）的数字、单位、日期/时间等的识别和解析。部分支持JA、KO、AR、SV）。软件包可访问：https：//www.nuget.org/profiles/Recognizers.文本，https://www.npmjs.com/~recognizers.text

juand-r /entity-recognition-datasets

用于命名实体识别（NER）和实体识别任务的文集集合。这些带注释的数据集涵盖各种语言、领域和实体类型。

yuanxiaosc /Entity-Relation-Extraction

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

dbpedia-spotlight /dbpedia-spotlight

DBpedia Spotlight 是一款用于自动注释文本中提及 DBpedia 资源的工具。

automataIA /graphrag-rs

GraphRAG-rs is a high-performance, state-of-the-art Rust implementation of GraphRAG (Graph-based Retrieval Augmented Generation) that builds knowledge graphs from documents and enables natural language querying with configurable entity extraction and local LLM integration

mantisfury /ArkhamMirror

Local-first AI-powered document intelligence platform for investigative journalism

lemonhu /NER-BERT-pytorch

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

sgrvinod /a-PyTorch-Tutorial-to-Sequence-Labeling

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

yuanxiaosc /Multiple-Relations-Extraction-Only-Look-Once

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。

pablogdcr /react-native-data-detector

Cross-platform text data detection for React Native. Uses NSDataDetector on iOS and ML Kit Entity Extraction on Android to detect phone numbers, URLs, emails, dates, and addresses.

yuanxiaosc /Schema-based-Knowledge-Extraction

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。

microsoft /vert-papers

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).

amazon-science /ReFinED

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

opensemanticsearch /open-semantic-entity-search-api

开源 REST API，用于命名实体抽取、命名实体链接、命名实体消歧，以及人物、组织、地点等实体的推荐与对齐，通过 SKOS 叙词表、RDF 本体、数据库或名称列表等关联数据知识图谱，对文档进行（半）自动语义标注与分析

mirkosertic /FXDesktopSearch

基于 JavaFX 的桌面搜索应用。

adbar /htmldate

Fast and robust date extraction from web pages, with Python or on the command-line

dstl /baleen

Entity Extraction Text Processor