Yejin Cho's Projects
Evaluation script for a forced aligned TextGrid
Path-based hypernym prediction models in WordNet (WN18RR-hp)
Machine Learning / Natural Language Processing / Information Retrieval
Korean grapheme-to-phone conversion in Python
Korean text normalization and language preparation package for LM in Kaldi-based ASR system
A naive bayes classifier for text (as a group exercise from CS124 at Stanford)
<파이토치로 배우는 자연어 처리>(한빛미디어, 2021)의 소스 코드를 위한 저장소입니다.
A simple neural network implementation for MNIST dataset
An implementation of Artificial Neural Network from scratch (in MATLAB)
Implementation of 1st and 2nd order optimization (gradient descent and Newton's method)
Code for EMNLP 2020 paper `Connecting the Dots: Event Graph Schema Induction with Path Language Modeling`
Implementation of PCA and Eigenvalue decomposition from scratch
PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"
Useful praatscripts for audio data processing
Data preparation code for building Kaldi ASR system
IPython Notebooks to learn Python
Wrapper of Gensim word2vec along with T-SNE visualization
An implementation of subword division algorithm proposed in T. Mikolov (2012).
This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.
English to Korean Transliteration (영어-한글 표기 변환기)
A filtered subset of hypernymy and instance hypernymy pairs from WN18RR (Dettmers et al., 2018) for hypernym prediction using taxonomy path generation.
Package for evaluating word embeddings