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Achievement: Starstruck

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sylee0520/README.md

Hi! I'm Seongyun Lee 👋

News

  • Sep. 2024: Aligning to Thousands of Preferences via System Message Generalization is accepted to NeurIPS 2024 Main track, See you in Vancouver! Check the paper, code, model
  • May. 2024: Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation is accepted to ACL 2024 Findings, See you in Bangkok! Check the paper, code, model, training dataset and benchmark!
  • May. 2024: Our team won 1st place in EHRSQL, one of the shared tasks at the NAACL 2024 ClinicalNLP workshop! And also our paper was accepted to same workshop as oral!
  • Mar. 2024: Volcano is accepted to NAACL 2024, See you in Mexico City! Check the paper, code, model and training dataset!

About

I'm M.S. student at LK Lab, KAIST AI, researching on Multimodal and LLM

I'm interested in (1) exploring how the knowledge of large language models can be effectively aligned with the image/video domain. (LLM, Video, Multimodal) (2) building personalized search models that help users find the content they desire. (Retrieval, Personalized Language Model) (3) finally, having a good influence to our society (NLP for Social Good, Safe AI).

Please refer my CV for more details!

Experiences

MS Student @ LK Lab, KAIST AI (2024. 03 ~ )
ML Research Intern @ Twelve Labs (2023. 06 ~ 2023. 09)

Tech Stacks

Language

Framework

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  1. kaistAI/Janus kaistAI/Janus Public

    [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages

    Python 37 2

  2. prometheus-eval/prometheus-vision prometheus-eval/prometheus-vision Public

    [ACL 2024 Findings & ICLR 2024 WS] An Evaluator VLM that is open-source, offers reproducible evaluation, and inexpensive to use. Specifically designed for fine-grained evaluation on customized scor…

    Python 60 6

  3. kaistAI/Volcano kaistAI/Volcano Public

    [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image features for interpretation.

    Python 43 4

  4. dmis-lab/LIQUID dmis-lab/LIQUID Public

    LIQUID: A Framework for List Question Anwering Dataset Generation (AAAI 2023)

    Python 25 3