429 Open source projects that are alternatives of or similar to Fox

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

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

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

Open Source REST API for named entity extraction, named entity linking, named entity disambiguation, recommendation & reconciliation of entities like persons, organizations and places for (semi)automatic semantic tagging & analysis of documents by linked data knowledge graph like SKOS thesaurus, RDF ontology, database(s) or list(s) of names

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

OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)

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

A PyTorch implementation of GraphRel

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

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

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。

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

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

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

Zero-shot Transfer Learning from English to Arabic

基于深度学习的自然语言处理库

GraphQL interface for querying and serving linked data on the Web.

TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)

Community Solid Server: an open and modular implementation of the Solid specifications

General Assembly's 2015 Data Science course in Washington, DC

Open Information Extraction (OpenIE) and Open Relation Extraction (ORE) papers and data.

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.

Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

DaNLP is a repository for Natural Language Processing resources for the Danish Language.

Multi-Task Deep Neural Networks for Natural Language Understanding

modest natural-language processing

命名体识别(NER)综述-论文-模型-代码(BiLSTM-CRF/BERT-CRF)-竞赛资源总结-随时更新

论文实现(ACL2019)：《Matching the Blanks: Distributional Similarity for Relation Learning》

Python wraper for MetaMap

Reinforcement Learning for Relation Classification from Noisy Data(TensorFlow)

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

A collection of research papers on decision, classification and regression trees with implementations.

GraphQL interface for querying and serving linked data on the Web.

The CRF Layer was implemented by using Chainer 2.0. Please see more details here: https://createmomo.github.io/2017/09/12/CRF_Layer_on_the_Top_of_BiLSTM_1/

Full abstract relation extraction from biological texts with bi-affine relation attention networks

基于Bi-GRU + CRF 的中文机构名、人名识别, 支持google bert模型

Adversarial Training for Neural Relation Extraction

2019百度的关系抽取比赛，使用Pytorch实现苏神的模型，F1在dev集可达到0.75，联合关系抽取，Joint Relation Extraction.

BNLP is a natural language processing toolkit for Bengali Language.

CKAN ♥ DCAT

RDFLib is a Python library for working with RDF, a simple yet powerful language for representing information.

BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE

A unified ensemble framework for Pytorch to improve the performance and robustness of your deep learning model

Named Entity Recognition data for Europeana Newspapers

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。

An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the tokens that are part of the named-entity

Generic Linked Data browser and UX component framework. Apache license.

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

DeepSuperLearner - Python implementation of the deep ensemble algorithm

A pythonic wrapper for Stanford CoreNLP.

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.

Chinese Open Information Extraction (Tree-based Triple Relation Extraction Module)

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

RDF library for NodeJS and the Browsers

Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"

Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

A JSON-LD processor for Go