futong

awesome-relation-extraction

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-embedding

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

biobert

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

BioConceptVec

electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

Event-Extraction

事件抽取相关算法汇总

Event_Extraction

Temporal

EventExtractionPapers

A list of NLP resources focused on event extraction task

InferSent

InferSent sentence embeddings

kglib

Grakn Knowledge Graph Library (ML R&D)

LeetCodeAnimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

LSTM-based-end-to-end-for-biomedical-event-extraction

this is the code and algorithm for biomedical event extraction

machine-learning-notes

A repository to save my machine learning notes.

MyTinySTL

Achieve a tiny STL in C++11

NBTNGMA4ED

neural-semantic-relatedness

Analysis on Semantic Relatedness with Attentive Tree LSTM over BiLSTM

NLP

OpenCompetition

A collection of algorithms for data science competition. Only focus on the tested and latest

OpenNRE

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

Ordered-Neurons

Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"

PubTator-Covid19

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

sentence-transformers

Sentence Embeddings with BERT & XLNet

sequence-labeling-BiLSTM-CRF

The classical BiLSTM-CRF model implemented in Tensorflow, for sequence labeling tasks. In Vex version, everything is configurable.

test

torch-light

Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.

Transformer-in-PyTorch

Transformer/Transformer-XL/R-Transformer examples and explanations

treelstm.pytorch

Tree LSTM implementation in PyTorch