1367 Open source projects that are alternatives of or similar to knowledge-graph-nlp-in-action

Code and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".

A Named-Entity Recogniser based on Grobid.

A collection of papers, codes, projects, tutorials ... for Knowledge Graph and other NLP methods

🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/

基于深度学习的自然语言处理库

Multi-Task Deep Neural Networks for Natural Language Understanding

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.

基于Pytorch和torchtext的知识图谱深度学习框架。

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

A collection of research on knowledge graphs

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

Reasoning Over Knowledge Graph Paths for Recommendation

🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.

Snips Python library to extract meaning from text

Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow

Distantly Supervised Relation Extraction

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction

Implementation of Nested Named Entity Recognition using BERT

A curated list of NLP resources for Hungarian

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

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

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

slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

A PyTorch-based toolkit for natural language processing

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

[ACL 2021] KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction

Tool for slot extraction from text

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

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

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

Graph-Based Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, RDFlib, pySHACL, RAPIDS, NetworkX, iGraph, PyVis, pslpython, pyarrow, etc.

利用网络上公开的数据构建一个小型的证券知识图谱/知识库

Implementation of Nested Named Entity Recognition using Flair

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…

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Code for "Reliability-aware Dynamic Feature Composition for Name Tagging" (ACL2019)

Indirect Supervision for Relation Extraction Using Question-Answer Pairs (WSDM'18)

中国娱乐圈关系挖掘，可以快速的查询明星之间的关系。This is a complex network of course assignments. The realization of the relationship analysis and visualization of China's entertainment industry, you can quickly query the relationship between the stars

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

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…

Code for ANA at SemEval-2019 Task 3

bert-bilstm-crf implemented in pytorch for named entity recognition.

Key information extraction from text and graph visualization

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

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

Graph Data Visualization Demo| 图数据搜索可视化应用案例

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

This Script will help you to gather information about your victim or friend.

Unsupervised domain adaptation method for relation extraction

CPU and GPU implementations of some 2D RNN layers

Neo4j driver for rust

KE-Dialogue: Injecting knowledge graph into a fully end-to-end dialogue system.

Packet communication investigator

Skeleton for Meetup - Building your own recommendation engine in an hour

🔮 Answering multiple choice questions with Language Models.

基于vue3 element plus的快速表单生成器

文本对关系比较 - 语义相似度、字面相似度、文本蕴含等等