yonglin-wang

formality-styler

Text formality classifier (fasttext model) and style transferrer (transformer model) pipeline with a Web UI. Code includes training and deployment.

grades_out

Pandas-based tool for batch-generating feedback files from grading spreadsheet for bulk-uploading to LATTE. Beginner-friendly documentation.

temporal-relation-annotation

Group project on annotating temporal relations in natural language data. Includes guidelines, instructions, gold standard, baseline model, and report.

cs140-groupB-annotation-files

disentagled-style-rep

formality-classifier

This is a text formality classifier project that examines how different machine learning models perform in classifying a text as formal or informal. Collaborators: Yonglin Wang, Xiaoyu Lu (My 1st ever NLP project. Ah youth)

reinforcement-learning-frozen-lake

Code and study notes of different RL implementation to explore the frozen lake example by OpenAI Gym.

reviewing-a-pull-request

spacecraft-crash-predictor

Keras-based deep learning classifier code for a spaceflight analog task with Dr. Vimal and Dr. Hong; pandas-based data preprocessing; Command-line ready for Linux runs

SkillNER

A (smart) rule based NLP module to extract job skills from text

Space-Health-Predicting

tiny-programs

Automation programs created just for fun.