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πŸ™‚
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πŸ™‚
Focusing
6 followers · 3 following

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Achievement: Pull Shark

Achievements

Achievement: Pull Shark

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Jungmin-YUN-0/README.md

Hi there πŸ‘‹

  • I'm currentrly working on Department of AI, Chung-Ang University Intelligent Information Processing Lab(IIPL).
  • I'm learning AI and Natural Language Processsing. (I majored in library and information science and applied statistics.)
  • Research Interest: Deep Learning, Natural Language Processing and Lightweight Strategy for Large Language Models.

International Journals/Conferences

  • Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation
    • Juhwan Choi, JungMin Yun, Kyohoon Jin, YoungBin Kim
    • EMNLP 2024
  • UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation
    • Juhwan Choi, Yeonghwa Kim, Seunguk Yu, JungMin Yun, YoungBin Kim
    • EMNLP 2024
  • DIAL: Dense Image-text ALignment for Weakly Supervised Semantic Segmentation
    • Soojin Jang, Jungmin Yun, Junehyoung Kwon, Eunju Lee, and Younbing Kim
    • ECCV 2024
  • Focus on the Core: Efficient Attention via Pruned Token Compression for Document Classification
    • Jungmin Yun, Mihyeon Kim, and Youngbin Kim
    • EMNLP 2023
  • Domain-Adaptive Vision Transformers for Generalizing Across Visual Domains
    • Yunsung Cho, Jungmin Yun, Junehyoung Kwon, and Youngbin Kim
    • IEEE ACCESS, 2023
  • Time Enhanced Recommendations: Capturing Dynamic User Preferences through Time-aware Reviews
    • Yeonghwas Kim, Jooweon Choi, Jungmin Yun, Kyohoon Jin, and Youngbin Kim
    • IEEE/IEIE ICCE-Asia 2023
  • A Fair Comparison of PLM Based Mathematical Approach for Solving Math Word Problems
    • Sangmin Song, Jungmin Yun, Kyohoon Jin, and Youngbin Kim
    • ICEIC 2023 : International Conference on Electronics, Information, and Communication
  • TBU

Domestic Publications

  • 앙상블 기법을 ν™œμš©ν•œ NLP의 잘λͺ»λœ 상관관계 κ°μ†Œ 톡합 접근법
    • Kyohoon Jin, Juhwan Choi, Jungmin Yun, Junho Lee, Soojin Jang, Youngbin Kim
    • 2024 KICS Summer Conference
  • κΈ°κ³„λ²ˆμ—­μ—μ„œ 효율적인 도메인 적응을 μœ„ν•œ μ μ‘ν˜• λ°μ΄ν„°μŠ€ν† μ–΄ 리사이징
    • Jinehee Jang, Juhwan Choi, Jungmin Yun, and Youngbin Kim
    • 2024 Summer Annual Conference of IEIE
  • 데이터 증강 및 λŒ€μ‘°ν•™μŠ΅ 기반의 의료 이미지 λΆ„ν•  방법
    • Yoonji Lee, Soojin Jang, Jungmin Yun, and Youngbin Kim
    • 2024 Workshop on Image Processing and Image Understanding
  • ν•œκ΅­μ–΄ μžμ†Œ νŠΉν™” 토큰화 및 평가 μ§€ν‘œλ₯Ό ν†΅ν•œ λ³΅ν•©λœ ν˜•νƒœμ˜ ν•œκ΅­μ–΄ 문법 였λ₯˜ μˆ˜μ • (Korean Grammatical Error Correction for Complex Error Types with Tokenizing & Metrics Specialized in Korean Phonemes)
    • Seunguk Yu, Jungmin Yun, Kyohoon Jin, Youngbin Kim
    • 2023 Summer Annual Conference of IEIE
    • Best Paper Award [μš°μˆ˜ν•™μƒλ…Όλ¬Έμƒ]
  • μ‹œκ°„μ  ν…μŠ€νŠΈ: μ‹œκ°„ 인지 리뷰λ₯Ό ν™œμš©ν•œ μΆ”μ²œ μ‹œμŠ€ν…œ (Temporal Texts: Leveraging Time-Aware Reviews for Enhanced Recommendation Systems)
    • Yeonghwa Kim, Jooweon Choi, Jungmin Yun, Kyohoon Jin, and Youngbin Kim
    • 2023 Summer Annual Conference of IEIE
  • Core-token attention: 토큰 프루닝 기반 μ…€ν”„ μ–΄ν…μ…˜ κ²½λŸ‰ν™” λ©”μ»€λ‹ˆμ¦˜ (Core-token Attention: Token Pruning-based Lightweight Self-Attention Mechanism) [Link]
    • Jungmin Yun, Eunju Lee, Kyohoon Jin, Soojin Jang, Jooweon Choi, Bilan Gao, and Youngbin Kim
    • 2022 Summer Annual Conference of IEIE
    • Best Paper Award [총μž₯상]
  • ν•œκ΅­ κ³ λ¬Έμ„œ 뢄석을 μœ„ν•œ μ‹œκ°„ 정보가 반영된 동적 μ›Œλ“œ μž„λ² λ”© 기법 (Korean Historical Documents Analysis with Improved Dynamic Word Embedding) [Link]
    • Kyohoon Jin, Jungmin Yun, Jaehoon Park, Sangmin Song, Soojin Jang and Youngbin Kim
    • 2022 Summer Annual Conference of IEIE

Skills

Languages

  • Fluent: English
  • Elementary: French

(Programming/Query) Languages

  • Familiar:
  • Experienced: | | |

Programming Libraries

  • Familiar: | | |
  • Experienced:

Popular repositories Loading

  1. Attention_Lightweight Attention_Lightweight Public

    Python 1

  2. Jungmin-YUN-0.github.io Jungmin-YUN-0.github.io Public

    HTML

  3. machine-learning-study machine-learning-study Public

    machine learning study

    Jupyter Notebook

  4. transformer transformer Public

    transformer (updated version)

    Python

  5. attention-is-all-you-need-pytorch attention-is-all-you-need-pytorch Public

    Forked from jadore801120/attention-is-all-you-need-pytorch

    A PyTorch implementation of the Transformer model in "Attention is All You Need".

    Python

  6. fine-grained-sentiment fine-grained-sentiment Public

    Forked from prrao87/fine-grained-sentiment

    A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

    Python