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Sung-Hyun Lee

Sung-Hyun Lee

Kyungpook National University · Computer Science and Engineering

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Professor

Prof. 이성현

Professor's page · publications

About

데이터 및 언어 지능 연구실(Data & Language Intelligence Lab)의 이성현 교수는 대규모 코드 코퍼스로 학습된 코드 생성형 언어모델을 연구한다. 대화 기반 소프트웨어 코드 생성과 체화된 에이전트(embodied agent)의 자율 제어 기술을 다룬다.

Research keywords

대규모 언어모델(LLM) 기반 코드 생성 및 코딩 에이전트자연어 처리 (Data & Language Intelligence)

Selected publications

  • How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated CodeFindings of the Association for Computational Linguistics: EMNLP · 2025
  • Eliciting Instruction-tuned Code Language Models' Capabilities to Utilize Auxiliary Function for Code GenerationFindings of the Association for Computational Linguistics: EMNLP · 2024
  • Exploring Language Model's Code Generation Ability with Auxiliary FunctionsFindings of the Association for Computational Linguistics: NAACL · 2024
  • KoDialogBench: Evaluating Conversational Understanding of Language Models with Korean Dialogue BenchmarkJoint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING) · 2024
  • Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning60th Annual Meeting of the Association for Computational Linguistics (ACL) · 2022
  • OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification59th Annual Meeting of the Association for Computational Linguistics (ACL) · 2021

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