LG AI Research

Builds AI models for research and industrial use

NLP 개발인턴

AI Research +1Confirmed live in the last 24 hours

Full-timeSeoul, South KoreaNo salary listed

About the Job

Requirements

A master's degree in the relevant field or equivalent experience is required.
Understanding of the latest deep-learning natural language processing techniques and ability to implement them in code, such as with TensorFlow, are required.

Responsibilities

Develop document retrieval, analysis, and processing for large language models.
Develop and optimize language-model training and inference algorithms based on distributed and parallel processing.
Develop frameworks to support the adoption of very large language models, including prompt-engineering, few-shot/fine-tuning server and API development, and training infrastructure.
Research representations for very large language models.
Research continual-learning methods for very large language models.
Research reasoning methods to overcome the limitations of in-context learning.
Research methods to overcome bias in very large language models.

Desired Qualifications

AI research achievements, such as papers at top-tier AI conferences, are preferred.
Open-source activity is preferred.

팀 소개

Language Lab은 자연어 처리 분야의 기술적 난제 해결을 위한 핵심 선행기술을 연구하며 Learning-by-Reading AI 확보를 통한 챗봇 등 Language 분야 서비스 혁신 이라는 비전을 가지고 있습니다.

수행 업무

초대용량(GPT-3, GPT-4 등) 언어모델 개발
- 대용량 언어모델을 위한 문서 검색, 분석 및 처리 개발
- 분산/병렬처리 기반 언어모델 학습/추론 알고리즘 개발 및 최적화
- 초대용량 언어모델 확산을 위한 프레임워크 개발
: prompt engineering, few-shot/fine tuning 서버/api 개발, 학습 인프라 개발 등
초대용량 언어모델 혁신을 위한 새로운 방법론 연구
- 초대용량 언어모델을 위한 representation 연구
- 초대용량 언어모델의 continual learning 방법론 연구
- in-context learning 한계 극복을 위한 reasoning 방법론 연구
- 초거대 언어모델의 편향성 극복을 위한 방법론 연구

지원자격

해당 분야 석사 졸업 혹은 이에 준하는 경력 필요
최신 딥러닝 자연어처리 기술에 대한 이해와 코드 구현 능력 (Tensorflow 등)
AI 연구 실적 (AI관련 Top-tier 학회 논문 등), 오픈소스 활동 우대

전공

컴퓨터공학, 전산학, 전자공학, 산업공학

전형절차

서류심사 → 코딩테스트 → 1차 직무 인터뷰(온라인) → 최종 인터뷰(온사이트)

* 전형 절차는 변경될 수 있습니다. 서류 합격 시 전형 절차에 대해 별도로 안내 해 드립니다.

About the Company

LG AI Research

Builds AI models for research and industrial use

LG AI Research develops AI models and industry-focused systems for businesses and researchers as LG Group's central AI research organization. Its EXAONE family handles language and images, while specialized platforms address data analysis, materials discovery and drug research. The institute turns research into tools for company documents and operational decisions, working with LG affiliates and outside partners to apply models to specific business problems. It also distributes model weights to developers and supports commercial applications through industry collaborations and licensing. Established in 2020, LG AI Research is headquartered in Seoul, South Korea.

Company size: 201-500
Company stage: Not listed
Total funding: Not listed
Headquarters: Seoul, South Korea
Founded: 2020

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