Seanie Lee's Projects
Examples of how to create colorful, annotated equations in Latex using Tikz.
Bayesian Attention Modules
[ICLR 2021] Contrastive Learning with Adversarial Perturbations for Conditional Text Generation
[ACL 2020] Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs
code for kaggle quora question pair competition
Linear Algebra
hand written notes for mathematical statistics chapter 1~6
pytorch implementation for "Mutual Information Neural Estimation"
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
Resources I used for ML Engineer, Applied Scientist and Quant Researcher interviews.
Code for EMNLP-IJCNLP 2019 MRQA Workshop Paper: "Domain-agnostic Question-Answering with Adversarial Training"
NER task for Naver NLP Challenge 2018
Pytorch implementation of Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks
Normalizing flows in PyTorch. Current intended use is education not production.
Reinforcement Learning
sentiment-classification on IMDB dataset
[ACL 2021] Learning to Perturb Word Embeddings for Out-of-distribution QA