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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

  • How Should We Responsibly Adopt LLMs in the Peer Review Process?
    • Juhwan Choi, JungMin Yun, Changhun Kim, and YoungBin Kim
    • EACL 2026 Findings
  • RefLens: End-to-End Evidence-Grounded Citation Verification with LLM Agents
    • Seunghoo Lee, Junehyoung Kwon, Jooweon Choi, Jungmin Yun, Seunguk Yu, Yoonji Lee, Jinhee Jang, Youngbin Kim
    • AAAI 2026, Demo Track
  • Position on LLM-Assisted Peer Review: Addressing Reviewer Gap through Mentoring and Feedback
    • JungMin Yun, JuneHyoung Kwon, MiHyeon Kim, YoungBin Kim
    • AAAI 2026 Workshop on AI4Research
  • CoBA: Counterbias Text Augmentation for Mitigating Various Spurious Correlations via Semantic Triples
    • Kyohoon Jin, Juhwan Choi, Jungmin Yun, Junho Lee, Soojin Jang, Youngbin Kim
    • EMNLP 2025
  • Beyond Single-User Dialogue: Assessing Multi-User Dialogue State Tracking Capabilities of Large Language Models
    • Sangmin Song, Juhwan Choi, JungMin Yun, YoungBin Kim
    • EMNLP 2025
  • From Ground Trust to Truth: Disparities in Offensive Language Judgments on Contemporary Korean Political Discourse
    • Seunguk Yu, Jungmin Yun, Jinhee Jang, Youngbin Kim
    • EMNLP 2025 Findings
  • Query, Decompose, Compress: Structured Query Expansion for Efficient Multi-Hop Retrieval
    • JungMin Yun, YoungBin Kim
    • CIKM 2025
  • VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks
    • Juhwan Choi, Junehyoung Kwon, JungMin Yun, Seunguk Yu, YoungBin Kim
    • ICCV 2025 Workshop on CDEL
  • Medal Matters: Probing LLMs’ Failure Cases Through Olympic Rankings
    • Juhwan Choi, Seunguk Yu, JungMin Yun, YoungBin Kim
    • COLM 2025 Workshop on ORIGen
  • Making Sense of Korean Sentences: A Comprehensive Evaluation of LLMs through KoSEnd Dataset
    • Seunguk Yu, Kyeonghyun Kim, JungMin Yun, YoungBin Kim
    • ACL 2025, SRW
  • SummPilot: Bridging Efficiency and Customization for Interactive Summarization System
    • JungMin Yun, Juhwan Choi, Kyohoon Jin, Soojin Jang, YoungBin Kim
    • AAAI 2025, Demo Track
  • 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
  • PRISM: Personalizing Reporting with Intelligent Summarization through Multiple frames
    • Jungmin Yun, Kyohoon Jin, Sejin Paik, Soojin Jang, Youngbin Kim
    • IEEE Access, Nov 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

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    πŸš€πŸ€– Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

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

    HTML

  5. machine-learning-study machine-learning-study Public

    machine learning study

    Jupyter Notebook

  6. transformer transformer Public

    transformer (updated version)

    Python