jwchoi95 Goto Github PK
Name: Jaewoong Choi
Type: User
Company: KIST
Bio: Ph.D. Data Scientist
Location: Seoul
Blog: https://www.notion.so/Choi-Group-6000704613b44330964d853d405d018a
Jaewoong Choi's Projects
cdvae
tutorials for graph VAE
donut
Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022
gpt_mlp
Official source codes for implementing "Accelerating materials language processing with large language models"
llm-tutorials
Tutorials on the understanding of LLMs for materials scientist
matbert_ner
General training framework for NER models on MatBERT
matnorm
Official source codes for implementing "Materials entity normalization model"
matsciexp
Official source codes for implementing "Quantitative Topic Analysis of Materials Science Literature Using Natural Language Processing"
papercrawler
Tutorials for implementing paper crawling from WoS
patenthan
Official source codes for implementing "Early screening of potential breakthrough technologies with enhanced interpretability: A patent-specific hierarchical attention network model"
private-nlp-review
Personal review for NLP papers
reliablepatai
Official source codes for implementing "Design of reliable technology valuation model with calibrated machine learning of patent indicators"
scopus
Python-based API-Wrapper to access Scopus
synthesis-action-retriever
Annotated dataset and scripts for automatic retrieval of materials synthesis actions.
synthesissimilarity
Precursor recommendation
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