Zhou Shaowen's repositories
bert_tf2
TensorFlow 2 implementation of BERT
CE7454_2020
Deep learning course CE7454, 2020
cnn-rnn-basics
Implementation of forward and backward calculation of CNN and RNN.
decision-tree-hierarchical-clustering
Implementation of Decision Tree Regressor, Gradient Boosting Regressor, Hierarchical Clustering Algorithm
engineering
Experience
hate-speech-detection
In context learning for hate speech detection.
kgqaui
Knowledge Graph Question Answering UI
leetcode
leetcode
malware-detection
Malware detection, a course project for introductory course on deep learning in NUS.
mlkb
Boilerplates for deep learning.
openie-zeroshot-prompt
Easy instruct for OpenIE.
os-basics
Implementation of simulators to understand the basic concepts in operating system.
password-generator
Password Generator
rebel
REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).
SCDL
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning (EMNLP 2021 Accept-Findings)
scripts
Scripts for automation
Shaowen310
Config files for my GitHub profile.
spoiler-detection
A hierarchical attention network (HAN) based spoiler detection model infused with knowledge from book keywords.
time-series-classification
Course project for master-level data mining course in NUS.