496 Open source projects that are alternatives of or similar to OpenUE

从模型训练到部署，实战知识图谱(Knowledge Graph)&自然语言处理(NLP)。涉及 Tensorflow, Bert+Bi-LSTM+CRF,Neo4j等 涵盖 Named Entity Recognition,Text Classify,Information Extraction,Relation Extraction 等任务。

Snips Python library to extract meaning from text

Paper notes for Information Extraction, including Relation Extraction (RE), Named Entity Recognition (NER), Entity Linking (EL), Event Extraction (EE), Named Entity Disambiguation (NED).

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

CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021

State of the Art Natural Language Processing

Code for the paper Biomedical Event Extraction with Hierarchical Knowledge Graphs

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chap…

PyTorch code for SpERT: Span-based Entity and Relation Transformer

Federated Knowledge Extraction Framework

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

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

A PyTorch implementation of GraphRel

A Pre-trained BERT on StackOverflow Corpus

A PyTorch-based toolkit for natural language processing

An Easy-to-use, Modular and Prolongable package of deep-learning based Named Entity Recognition Models.

Named Entity Recognition & Relation Extraction 实体命名识别与关系分类

Information Extraction System can perform NLP tasks like Named Entity Recognition, Sentence Simplification, Relation Extraction etc.

A neural named entity recognition and multi-type normalization tool for biomedical text mining

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

使用知识图谱，自然语言处理，卷积神经网络等技术，基于python语言，设计了一个数控领域故障诊断专家系统

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…

Tool for slot extraction from text

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

基于深度学习的自然语言处理库

Zero-shot Transfer Learning from English to Arabic

The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.

Multi-Task Deep Neural Networks for Natural Language Understanding

End-to-end neural relation extraction using deep biaffine attention (ECIR 2019)

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

Dilated CNNs for NER in TensorFlow

解读tensorflow版本Bert中modeling.py数据流

multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.

Datasets to train supervised classifiers for Named-Entity Recognition in different languages (Portuguese, German, Dutch, French, English)

Fine-grained Sentiment Classification Using BERT

🌈 Implementation of Neural Network based Named Entity Recognizer (Lample+, 2016) using Chainer.

A TensorFlow implementation of Neural Sequence Labeling model, which is able to tackle sequence labeling tasks such as POS Tagging, Chunking, NER, Punctuation Restoration and etc.

Named Entity Recognition based on dictionaries

NER Task with KoBERT (with Naver NLP Challenge dataset)

System for Medical Concept Extraction and Linking

用tf实现各种文本分类模型，并且封装restful接口，可以直接工程化

Papers from top conferences and journals for event extraction in recent years

AiSpace: Better practices for deep learning model development and deployment For Tensorflow 2.0

MONPA 罔拍是一個提供正體中文斷詞、詞性標註以及命名實體辨識的多任務模型

百度NLP：分词，词性标注，命名实体识别，词重要性

Source code for SEKE 2020 paper "SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NER"

ChineseNER based on BERT, with BiLSTM+CRF layer

中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 自然语言处理

A Robustly Optimized BERT Pretraining Approach for Vietnamese

Sentence transformers models for SpaCy

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

包含传统的基于统计模型(CRF)和基于深度学习(Embedding-Bi-LSTM-CRF)下的医疗数据命名实体识别

基于bert4keras的GLUE基准代码

پیکره بزرگ شناسایی موجودیت‌های نامدار فارسی برچسب خورده

中文NER的那些事儿

a sklearn wrapper for Google's BERT model

Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading." In Findings of ACL2021

Some Cool NLP and CV Repositories and Solutions （收集NLP中常见任务的开源解决方案、数据集、工具、学习资料等）

GERBIL - General Entity annotatoR Benchmark