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@KNU-BrainAI-Capstone2021

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purang2/README.md

πŸ‘‹ λ°˜κ°‘μŠ΅λ‹ˆλ‹€!

  • AI 언어지λŠ₯을 μ—°κ΅¬ν•˜κ³  μžˆμŠ΅λ‹ˆλ‹€.
  • λ¨Έμ‹ λŸ¬λ‹ μ‹œμŠ€ν…œ λ””μžμΈ, μ„œλΉ„μŠ€ λ””μžμΈμ—λ„ 관심을 두고 μžˆμŠ΅λ‹ˆλ‹€.
  • AI κΈ°μˆ μ„ 톡해 μ†Œμ†Œν•˜κ²Œ 일상을 λ°”κΎΈλŠ” μ—¬λŸ¬κ°€μ§€ ν₯미둜운 ν”„λ‘œμ νŠΈλ“€μ„ 개인적으둜 κΈ°νšν•˜κ³  μžˆμŠ΅λ‹ˆλ‹€.
  • "AI to Everywhere, for Everyone" 을 μΆ”κ΅¬ν•˜κΈ° μœ„ν•΄ HCI, Design, UX에도 μ†Œμ†Œν•˜κ²Œ 관심을 두고 μžˆμŠ΅λ‹ˆλ‹€.

🌱 Research interests

  • Interactive AI
  • Natural Language Processing (e.g. Book summarization, Lyrics translation)
  • Large Language Models
  • Prompt Engineering (I think it's very interesting topic.. πŸ™‚)
  • Design & UX
  • [πŸ’˜new] No-Code Tools (e.g. Bubble.io, Zapier)

πŸ₯³ Hobbies

  • Sing and listen band music
  • Reading books

πŸ€— Huggingface

Check out my demos on huggingface purang2

πŸ‘¨β€πŸ’» Career & Experiences



GitHub Profile Summary Cards

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πŸ“‘πŸ•΅οΈβ€β™‚οΈ Publications

Date Name Journal or Conference Keywords Authors
Nov. 2022 Story to Art Generation using Finetuned Stable Diffusion Korean Artificial Intelligence Associaion (KAIA 2022, Autumn), Domestic Conference Text-to-Image Synthesis, Multi-modal, NLP, GPT Seunghoon Lee, Dongyeop Lee, Eunchan Lee (Me)
Oct. 2022 Image Generation from Korean Dialogue Text via Prompt-based Few-shot Learning The 34th Annual Conference on Human & Cognitive Language Technology(HCLT 2022), Domestic Conference NLP, Text Generation, Text Sytle Transfer, Text&Image Multi-modal AI Eunchan Lee (Me), Sangtae Ahn
Oct. 2022 Improving Performance of Sentiment Classification using Korean Style Transfer based Data Augmentation The 34th Annual Conference on Human & Cognitive Language Technology(HCLT 2022), Domestic Conference NLP, Text Sytle Transfer, Data Augmentation, BART Eunwoo Go,Eunchan Lee (Me), Sangtae Ahn
Oct. 2022 Generating Literature-Style Sentences based on Summarized Text The 34th Annual Conference on Human & Cognitive Language Technology(HCLT 2022), Domestic Conference NLP, Text Generation, Text Sytle Transfer, BART Bugwang Choe,Eunchan Lee (Me), Sangtae Ahn
Aug. 2022 Prompt-based In-Context Learning for Korean Question Answering Korean Artificial Intelligence Associaion (KAIA 2022, Summer), Domestic Conference NLP, Question Answering, Few-shot Learning, In-context Learning Eunchan Lee (Me),Sangtae Ahn
Apr. 2022 Comparative Study of Multiclass Text Classification in Research Proposals Using Pretrained Language Models International Journal, Applied Sciences (πŸ’ŽSCIE, IF=2.838) NLP, BERT, Multi Class Text Classification Eunchan Lee (Me), Changhyeon Lee, Sangtae Ahn


πŸ†πŸ‘¨β€πŸ”¬ Awards & AI Competitions

Date Name Organizer Related Task Rank
Nov. 2022 The 4th Korean Emotion Recognition International Challenge, 2022 Chonnam National University NLP, K-Drama Dialogue Analysis, Sentiment Analysis 6 / 106 (πŸ₯‰Awarded, Bronze Prize)
Oct. 2022 SKT AI Fellowship, Multi-modal AI Tech Research SK Telecom Image-Text Multimodal AI, Text-to-Image (πŸ₯‰Awarded, Encouraged Prize)
May. 2022 Code Similarity Detection AI Competition Dacon NLP, Code Similarity 27 / 337 (Top 8%)
Jan. 2022 Korean Sentence Pair Classification AI Competition Dacon NLP, Natural Language Inference 62 / 468 (Top 12%)
Aug. 2021 Natural Language-based Climate Technology Information Classification AI Competition Dacon NLP, Multi Class Text Classification 71 / 258 (Top 28%)
Feb. 2021 Qiskit Hackathon Korea 2021 IBM, Qiskit Quantum Computing, Quantum Neural Network (πŸ†Awarded, Community Choice Award)
Nov. 2020 Daegu&Gyeongbuk AI Programming Competition 2020 Kyungpook National University Machine Learning, Regression (πŸ₯‰Awarded, Encouraged Prize)

Pinned Loading

  1. prompting-nlp prompting-nlp Public

    About, prompt-based few-shot learning, Text Generation with Prompting

    Jupyter Notebook 13 2

  2. PingpongGame_SoC PingpongGame_SoC Public

    SoC HW,SW 섀계 ν”„λ‘œμ νŠΈ: ELEC/SoC섀계 및 ν”„λ‘œκ·Έλž˜λ°/2020 1ν•™κΈ°/κ²½λΆλŒ€ν•™κ΅ 문병인 κ΅μˆ˜λ‹˜

    Verilog 4 1

  3. CrazyArcade-for-RaspberryPi CrazyArcade-for-RaspberryPi Public

    implement a bomberman Game with Raspberry Pi Embedded Programming! 라즈베리파이둜 κ΅¬ν˜„ν•œ ν¬λ ˆμ΄μ§€ μ•„μΌ€μ΄λ“œ κ²Œμž„ for μž„λ² λ””λ“œ ν”„λ‘œκ·Έλž˜λ°( μ‘°μ •ν›ˆ κ΅μˆ˜λ‹˜)

    C 2

  4. KERC-Challenge KERC-Challenge Public

    For KERC Model Submission (KNU-SEE 이은찬, κ³ μ€μš°) "Bronze Prize"

    Jupyter Notebook 3 1

  5. yh08037/quantum-neural-network yh08037/quantum-neural-network Public

    Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit

    Jupyter Notebook 74 32

  6. bible-chatbot bible-chatbot Public

    Python 2 1