seanie12

Info-HCVAE

[ACL 2020] Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs

neural-question-generation

Pytorch implementation of Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks

CLAPS

[ICLR 2021] Contrastive Learning with Adversarial Perturbations for Conditional Text Generation

mrqa

Code for EMNLP-IJCNLP 2019 MRQA Workshop Paper: "Domain-agnostic Question-Answering with Adversarial Training"

SWEP

[ACL 2021] Learning to Perturb Word Embeddings for Out-of-distribution QA

MINE

pytorch implementation for "Mutual Information Neural Estimation"

self-distillation

linear-algebra

Linear Algebra

kaggle-quora

code for kaggle quora question pair competition

mathematical-statistics

hand written notes for mathematical statistics chapter 1~6

QA_SQuAD_2.0

seanie12

vae_gan

RL

Reinforcement Learning

text-summarization

annotated_latex_equations

Examples of how to create colorful, annotated equations in Latex using Tikz.

bidaf

linear-regression

Meta-GMVAE

mrqa-serving

sentiment-classification

sentiment-classification on IMDB dataset

BAM

Bayesian Attention Modules

bayesian-ml

blog

minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

ML-Interview

Resources I used for ML Engineer, Applied Scientist and Quant Researcher interviews.

naver-nlp-challenge-2018

NER task for Naver NLP Challenge 2018

pytorch-normalizing-flows

Normalizing flows in PyTorch. Current intended use is education not production.

real-nvp

seanie12.github.io