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Data analyst / AI Researcher

Analyzing and solving social changes, trends, and issues through data.

Interests

πŸ“‘ Text Analysis
πŸ‘ͺ Relation Analysis (SNA, GNN)

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Jiseong's Projects

2021-dialogue-summary-competition icon 2021-dialogue-summary-competition

[2021 ν›ˆλ―Όμ •μŒ ν•œκ΅­μ–΄ μŒμ„±β€’μžμ—°μ–΄ 인곡지λŠ₯ κ²½μ§„λŒ€νšŒ] λŒ€ν™”μš”μ•½ λΆ€λ¬Έ μ•ŒλΌκΏλ‹¬λΌκΏ νŒ€μ˜ λŒ€ν™”μš”μ•½ ν•™μŠ΅ 및 μΆ”λ‘  μ½”λ“œλ₯Ό κ³΅μœ ν•˜κΈ° μœ„ν•œ λ ˆν¬μž…λ‹ˆλ‹€.

bertopic icon bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

causal-ml icon causal-ml

Must-read papers and resources related to causal inference and machine (deep) learning

causalpy icon causalpy

A Python package for causal inference in quasi-experimental settings

congress_asset_disclosure icon congress_asset_disclosure

μ •λ³΄κ³΅κ°œμ„Όν„°κ°€ 맀년 μ •μ œν•˜μ—¬ κ³΅κ°œν•˜λŠ” ꡭ회 κ³ μœ„κ³΅μ§μž μž¬μ‚°λ°μ΄ν„°μž…λ‹ˆλ‹€.

dcwe icon dcwe

Code for "Dynamic Contextualized Word Embeddings"

geometryofculture icon geometryofculture

Github site with code and data associated with the ASR paper on the Geometry of Culture

kcbert icon kcbert

πŸ€— Pretrained BERT model & WordPiece tokenizer trained on Korean Comments ν•œκ΅­μ–΄ λŒ“κΈ€λ‘œ ν”„λ¦¬νŠΈλ ˆμ΄λ‹ν•œ BERT λͺ¨λΈκ³Ό 데이터셋

kerasr icon kerasr

DeepLearning using Keras with R

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