JoyWang's repositories
topic_models_for_cyberthreats
Repository for paper: Exploring topic models to discern cyber threats on Twitter: A case study on Log4Shell
ai-research-keyphrase-extraction
EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings (official implementation)
An-implementation-of-Linear-Regression
Compare and predict house price fro AUS and USA between 2008 financial crisis and 2020 Covid19
annotated_deep_learning_paper_implementations
๐งโ๐ซ 50! Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
contextual_topic_identification
Steam review texting embedding analysis
cybertweets
annotated dataset of cyber-security related tweets
data-1
APTnotes data
decaNLP
The Natural Language Decathlon: A Multitask Challenge for NLP
Deep-Learning-Algorithms
CNN, LSTM, RNN, GRU, DNN, BERT, Transformer, ULMFiT
DL_EventExtractionPapers
2015ๅนดไปฅๆฅๅบไบๆทฑๅบฆๅญฆไน ๆนๆณ็ไบไปถๆฝๅ่ฎบๆๆด็
ERNIE
Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
ganbert-pytorch
Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
ganhacks
starter from "How to Train a GAN?" at NIPS2016
Graph-Representation-Learning-Tutorial
Code for Data61's tutorial on Graph Representation Learning
joywang233
Joy Wang's Portfolio
misp-galaxy
Clusters and elements to attach to MISP events or attributes (like threat actors)
mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
projects
๐ช End-to-end NLP workflows from prototype to production
pytorchTutorial
PyTorch Tutorials from my YouTube channel
T-DNA
Source code for the ACL-IJCNLP 2021 paper entitled "T-DNA: Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation" by Shizhe Diao et al.
tokenizers
๐ฅ Fast State-of-the-Art Tokenizers optimized for Research and Production
TwiTi
This is a project of "#Twiti: Social Listening for Threat Intelligence" (TheWebConf 2021)