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Yejin Cho's Projects

evaluatefa icon evaluatefa

Evaluation script for a forced aligned TextGrid

iir icon iir

Machine Learning / Natural Language Processing / Information Retrieval

kog2p icon kog2p

Korean grapheme-to-phone conversion in Python

kolm icon kolm

Korean text normalization and language preparation package for LM in Kaldi-based ASR system

naivebayes_cs124 icon naivebayes_cs124

A naive bayes classifier for text (as a group exercise from CS124 at Stanford)

nlp-with-pytorch icon nlp-with-pytorch

<파이토치로 배우는 자연어 처리>(한빛미디어, 2021)의 소스 코드를 위한 저장소입니다.

nnmnist icon nnmnist

A simple neural network implementation for MNIST dataset

nnproject icon nnproject

An implementation of Artificial Neural Network from scratch (in MATLAB)

optimization icon optimization

Implementation of 1st and 2nd order optimization (gradient descent and Newton's method)

pathlm_schema icon pathlm_schema

Code for EMNLP 2020 paper `Connecting the Dots: Event Graph Schema Induction with Path Language Modeling`

pcaeigen icon pcaeigen

Implementation of PCA and Eigenvalue decomposition from scratch

poincare-embeddings icon poincare-embeddings

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

prep4kaldi icon prep4kaldi

Data preparation code for building Kaldi ASR system

runword2vec icon runword2vec

Wrapper of Gensim word2vec along with T-SNE visualization

subword-mikolov icon subword-mikolov

An implementation of subword division algorithm proposed in T. Mikolov (2012).

tf-stanford-tutorials icon tf-stanford-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

wn18rr-hp icon wn18rr-hp

A filtered subset of hypernymy and instance hypernymy pairs from WN18RR (Dettmers et al., 2018) for hypernym prediction using taxonomy path generation.

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