Project Name	Stars	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Adaseq	295	5 months ago	11	November 15, 2023	19	apache-2.0	Python
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
Macadam	37	4 years ago	2	July 15, 2020		mit	Python
Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。
Information Extraction	13	5 years ago			n,ull		Python
2019语言与智能技术竞赛，信息抽取任务的基线模型python3代码。模型包括：关系抽取（多标签模型）和实体抽取（序列标注模型）
Intelligent Furniture	5	4 years ago
智能家居（Intelligent Furniture）

Alternatives To Information Extraction

Select To Compare

Adaseq ⭐ 295

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

total releases 11most recent commit 5 months ago

Macadam ⭐ 37

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCN 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Latti

total releases 2most recent commit 4 years ago

Information Extraction ⭐ 13

2019语言与智能技术竞赛，信息抽取任务的基线模型python3代码。模型包括：关系抽取（多标签模型

most recent commit 5 years ago

Intelligent Furniture ⭐ 5

智能家居（Intelligent Furniture）

most recent commit 4 years ago

Suggest An Alternative To information-extraction

Alternative Project Comparisons

Information Extraction vs Adaseq

Information Extraction vs Macadam

Information Extraction vs Intelligent Furniture

Popular Relation Extraction Projects

Opennre ⭐ 4,231

An Open-Source Package for Neural Relation Extraction (NRE)

total releases 2latest release December 19, 2022most recent commit 4 months ago

Nlp_paper_study ⭐ 3,373

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

most recent commit 8 months ago

Knowledgegraphcourse ⭐ 3,319

东南大学《知识图谱》研究生课程

most recent commit a year ago

Agriculture_knowledgegraph ⭐ 2,776

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

most recent commit 3 years ago

Deepke ⭐ 2,679

An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.

total releases 111latest release September 21, 2023most recent commit 3 months ago

Popular Sequence Labeling Projects

Flair ⭐ 13,529

A very simple framework for state-of-the-art Natural Language Processing (NLP)

dependent packages 69total releases 31latest release October 28, 2023most recent commit 19 days ago

Kashgari ⭐ 2,141

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.

dependent packages 1total releases 11latest release October 18, 2019most recent commit 3 years ago

Ncrfpp ⭐ 1,862

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

total releases 1latest release March 16, 2022most recent commit 2 years ago

Neuronblocks ⭐ 1,441

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

most recent commit 9 months ago

Anago ⭐ 1,428

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

dependent packages 1total releases 14latest release July 17, 2018most recent commit 2 years ago

Popular Machine Learning Categories

Natural Language Processing

Neural Network

Neural

Computer Vision

Convolutional Neural Networks

Opencv