projects
Inter-Company Collaborative projects & Teaching Experience
2024 ~
Research on the Reliability and Coherence of Outcomes Produced by Generative AI
In Progress (2024.07 ~ )
- Leading Technician at Korea University
- Supported by [[ IITP ]]
- Large Language Model, Hallucination Detection, Hallucination-relieved Generation
Domain Specialized Large Language Model
In Progress (2024.07 ~ )
- Researcher at Korea University
- Supported by [[ KT ]]
- Large Language Model, Domain Speicalization
Teaching Assistant: Introduction to Natural Language Processing In Big Data (BDC101-00)
Completed (2024.03 ~ 2024.06)
- TA at Korea University
Teaching Assistant: Natural Language Processing (COSE461-02)
Completed (2024.03 ~ 2024.06)
- TA at Korea University
NLP for Ancient Korean Common Literati Document - Phase 3
Completed (2024.03 ~ 2024.07)
- Project Manager at Korea University
- Supported by [[ National Research Foundation ]]
- Named Entity Recognition, Document Analysis, Data Curation
KULLM_v2,3 - Korean Large Language Model
Completed (2024.01 ~ 2024.07)
- Researcher at Korea University
- Large Langauge Model, Instruction Tuning
2023 ~
Multi-lingual Automated YouTube Subtitle Generation and Interpretation Companion
Completed (2023.10 ~ 2023.12)
- Researcher at Korea University
- Automated Subtitle Generation System
Teaching Assistant: NLP for digital finance engineering (DFE610-00)
Completed (2023.09 ~ 2023.12)
- TA at Korea University
Instruction Tuning for Korean Large Language Models
In Progress (2023.08 ~ )
- Researcher at Korea University
- Supported by [[ Hyundai Motors ]]
- Instruction Tuning, Data Curation, Large Language Model
Persona-based Dialogue with k-Nearest-Neighbor Approach
Completed (2023.05 ~ 2023.12)
- Researcher at Korea University
- Supported by [[ NC Soft ]]
- k-Nearest-Neighbor Language Modeling, Persona-based Dialogue System
NLP for Ancient Korean Common Literati Document - Phase 2
Completed (2023.03 ~ 2024.02)
- Project Manager at Korea University
- Supported by [[ National Research Foundation ]]
- Named Entity Recognition, Document Analysis, Data Curation
2022 ~
Domain Specialized Parallel Corpus Construction for Machine Translation
Completed (2022.06 ~ 2023.11)
- Project Manager at Korea University
- Supported by [[ Minigate Corporation ]]
- Machine Translation, Data Analysis, Automated Evaluation
NLP for Ancient Korean Common Literati Document - Phase 1
Completed (2022.06 ~ 2023.02)
- Project Manager at Korea University
- Supported by [[ National Research Foundation ]]
- Named Entity Recognition, Document Analysis, Data Curation
Korean-Prompt-based Engineering for Few-shot Research Project
Completed (2022.05 ~ 2022.07)
- Researcher at Korea University
- Supported by [[ Hyundai Motors ]]
- Prompt Engineering, Few-shot Learning, Natural Language Understanding
Long-Form Specializing Question Answering System
Completed (2022.05 ~ 2022.07)
- Researcher at Korea University
- Supported by [[ ETRI ]]
- Question Answering, Information Retrieval, Long Form Text
Automated Data Generation for Educational Question-Answer
Completed (2022.03 ~ 2023.02)
- Researcher at Korea University
- Supported by [[ Hyundai Motors ]]
- Question Answering, Automated Data Construction, Education Specialized
User Query based Recommendation System
Completed (2022.03 ~ 2023.01)
- Leading Technician at Korea University
- Supported by [[ FLES corporation ]]
- Information Retrieval, Recommendation System, Linguistic Approach
Fortune Telling Generation AI Project
Completed (2022.03 ~ 2023.01)
- Leading Technician at Korea University
- Supported by [[ FLES corporation ]]
- Fortune Telling, Natural Language Generation, Sentence Reorganization
2021 ~
Parallel Corpus Filtering and Mining Research Project
Completed (2021.12 ~ 2022.07)
- Leading Technician at Korea University
- Supported by [[ Naver Papago ]]
- Machine Translation, Parallel Corpus Filtering, Domain Specialization
Hybrid Retriever System for Industrial Frequently Asked Question
Completed (2021.07 ~ 2022.03)
- Researcher at Korea University
- Supported by [[ Data Voucher (O2O corporation) ]]
- Information Retrieval
Return on Advertising Spend (ROAS) Prediction Module
Completed (2021.07 ~ 2022.03)
- Leading Technician at Korea University
- Supported by [[ Data Voucher (BizSpring corporation) ]]
- Keyword Extraction, Return on Advertising Spend, Regression Model
Development of patent document invention sentence extraction and key phrase extraction module
Completed (2021.06 ~ 2022.10)
- Leading Technician at Korea University
- Supported by [[ LG Innotek ]]
- Automatic Summarization, Sentence classification, Information Extraction