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Young Jin Ahn's Blog
Young Jin Ahn's Blog
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@Young Jin Ahn
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What Makes ResNet Good Model?
2022-10-12
ComputerVision
Pytorch
CNN
MRC
Residual Connection is Good, Up to Now ResNet was introduced in 2015 on the paper Deep Residual Learning for Image Recognition. Nevertheless, residual connection is often found on SOTA neural network…
VGG Implementation with Trial and Error
2022-10-03
ComputerVision
Pytorch
CNN
Personal Tips for Reading Paper Read Tables and Figures first: Most of the papers summarizes important findings on the tables and figures. Often times, most of the text on the papers are peripheral e…
Python Language Structure
2022-09-23
GDSC
CS
In the GDSC Yonsei Seoul session held at September 20th, Computer Science & Engineering Basic Knowledge Test was tested on all of the members. There were total 16 questions regarding Data Structure, …
Customizing Question Answering Reader Model
2021-11-04
NLP
MRC
Competition
👍 F1 score of 79.650 ranked the 5th place / 19 teams 💪 Exact Match score of 66.670 ranked 10th place / 19 teams For Performance and Hyperparameters Comparison, Please refer to 🔗 wandb Extractive Mac…
Assessment on the Dacon’s Stock Price Prediction Competition
2021-10-25
Quant
Competition
🥈 NMAE score of 4.44 ranked the 2nd place / 29 teams 🔗 Team's Github Repository 🔗 Dacon Stock Price Competition Page Leaderboard Shake-up There was huge shake-ups on the leaderboard. public 1st → pr…
Configuration for VSCode and ZSH in Remote Server
2021-10-12
Configs
Installation when beginning Additional customization for bash Install sudo https://unix.stackexchange.com/questions/354928/bash-sudo-command-not-found Install zsh first https://github.com/ohmyzsh/ohm…
RBERT for Relation Extraction: full code & Wandb log
2021-10-09
NLP
Competition
Model Performance and log on weights and biases(wandb) 📈 Train and evaluation logs are visualized in this wandb link Evaluation loss is constantly lowered as steps progresses, until 4000 steps(or 5…
KLUE Relation Extraction: Subject Entity and Object Entity
2021-10-08
NLP
Competition
🥇 AUPRC score of 83.2 ranked the 1st place / 19 teams 🥉 F1 score of 73.9 ranked 3rd place / 19 teams KLUE(Korean Language Understanding Evaluation) Benchmark is newly introduced Korean NLP Benchmark.…
My VSCode editor settings in JSON format
2021-09-20
Configs
I had to reconfigure VSCode editor while connecting to the GPU server using ssh. The following configuration has 3 objectives. I had to use both Prettier formatter and Black formatter. Prettier forma…
Using ElasticNetCV for Stock Price Prediction
2021-09-20
Quant
Competition
Purpose of participation Stock price prediction is pretty distant from the field of my interest, which is NLP. But there are several purpose that I spent time participating in no-reward competition. …
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