• 제목/요약/키워드: Korean Language Model

검색결과 1,580건 처리시간 0.031초

채식주의자: 랭귀지 모델 접근 (A Language Model Approach to "The Vegetarian")

  • 김재준;권준혁;김유래;박명관;송상헌
    • 한국어정보학회:학술대회논문집
    • /
    • 한국어정보학회 2017년도 제29회 한글및한국어정보처리학술대회
    • /
    • pp.260-263
    • /
    • 2017
  • This paper is to broaden the possible spectrums of analyzing the Korean-written novel "The Vegetarian" by using the computational linguistics program. Through the use of language model, which was usually used in bi-gram analysis in corpus linguistics, to the International Man Booker award winning novel, the characteristics of "The Vegetarian" is investigated by comparing it to the English-written novel "A Little Life".

  • PDF

A Computational Model of Language Learning Driven by Training Inputs

  • 이은석;이지훈;장병탁
    • 한국인지과학회:학술대회논문집
    • /
    • 한국인지과학회 2010년도 춘계학술대회
    • /
    • pp.60-65
    • /
    • 2010
  • Language learning involves linguistic environments around the learner. So the variation in training input to which the learner is exposed has been linked to their language learning. We explore how linguistic experiences can cause differences in learning linguistic structural features, as investigate in a probabilistic graphical model. We manipulate the amounts of training input, composed of natural linguistic data from animation videos for children, from holistic (one-word expression) to compositional (two- to six-word one) gradually. The recognition and generation of sentences are a "probabilistic" constraint satisfaction process which is based on massively parallel DNA chemistry. Random sentence generation tasks succeed when networks begin with limited sentential lengths and vocabulary sizes and gradually expand with larger ones, like children's cognitive development in learning. This model supports the suggestion that variations in early linguistic environments with developmental steps may be useful for facilitating language acquisition.

  • PDF

한-일 수화 영상통신을 위한 3차원 모델 (3D model for korean-japanese sign language image communication)

  • 신성효;김상운
    • 대한전자공학회:학술대회논문집
    • /
    • 대한전자공학회 1998년도 하계종합학술대회논문집
    • /
    • pp.929-932
    • /
    • 1998
  • In this paper we propose a method of representing emotional experessions and lip shapes for sign language communication using 3-dimensional model. At first we employ the action units (AU) of facial action coding system(FACS) to display all shapes. Then we define 11 basic lip shapes and sounding times of each components in a syllable in order to synthesize the lip shapes more precisely for korean characters. Experimental results show that the proposed method could be used efficiently for the sign language image communication between different languages.

  • PDF

한국어 음성데이터를 이용한 일본어 음향모델 성능 개선 (An Enhancement of Japanese Acoustic Model using Korean Speech Database)

  • 이민규;김상훈
    • 한국음향학회지
    • /
    • 제32권5호
    • /
    • pp.438-445
    • /
    • 2013
  • 본 논문은 일본어 음성인식기 신규 개발을 위해 초기에 부족한 일본어 음성데이터를 보완하는 방법이다. 일본어 발음과 한국어 발음이 유사한 특성을 근거로 한국어 음성 데이터를 이용한 일본어 음향모델 성능개선 방법에 대하여 기술하였다. 이종언어 간 음성 데이터를 섞어서 훈련하는 방법인 Cross-Language Transfer, Cross-Language Adaptation, Data Pooling Approach등 방법을 설명하고, 각 방법들의 시뮬레이션을 통해 현재 보유하고 있는 일본어 음성데이터 양에 적절한 방법을 선정하였다. 기존의 방법들은 훈련용 음성데이터가 크게 부족한 환경에서의 효과는 검증되었으나, 목적 언어의 데이터가 어느 정도 확보된 상태에서는 성능 개선 효과가 미비하였다. 그러나 Data Pooling Approach의 훈련과정 중 Tyied-List를 목적 언어로만으로 구성 하였을 때, ERR(Error Reduction Rate)이 12.8 %로 성능이 향상됨을 확인하였다.

Physics-based OLED Analog Behavior Modeling

  • Lee, Sang-Gun;Hattori, Reiji
    • Journal of Information Display
    • /
    • 제10권3호
    • /
    • pp.101-106
    • /
    • 2009
  • In this study, a physical OLED analog behavior model for SPICE simulation was described using the Verilog-A language. The model was presented through theoretical equations for the J-V characteristics of OLED derived according to the internalcarrier emission equation based on a diffusion model at the Schottky barrier contact, and the mobility equation based on the Pool-Frenkel model. The accuracy of this model was examined by comparing it with the results of the device simulation that was conducted.

Epistemic Model and Three-valued Interpretation

  • Komatsu, Hisashi
    • 한국언어정보학회:학술대회논문집
    • /
    • 한국언어정보학회 1996년도 Language, Information and Computation = Selected Papers from the 11th Pacific Asia Conference on Language, Information and Computation, Seoul
    • /
    • pp.347-356
    • /
    • 1996
  • PDF

Korean Students' Intentions to Use Mobile-Assisted Language Learning: Applying the Technology Acceptance Model

  • Kim, Gyoo-mi;Lee, Sang-jun
    • International Journal of Contents
    • /
    • 제12권3호
    • /
    • pp.47-53
    • /
    • 2016
  • The purpose of this study was to examine how Korean students accept and use mobile-assisted language learning (MALL) and investigate related factors that potentially affect MALL usage. The participants were 244 undergraduate students who were surveyed with a questionnaire. The research model, which included students' self-efficacy, content reliability, interactivity, perceived enjoyment, perceived usefulness, perceived ease of use, attitude, and behavioral intention to use MALL, was developed based on the technology acceptance model (TAM). The structural equation modeling (SEM) technique was employed in order to analyze the overall results of modified TAM and the research model. The results indicated that TAM was a good theoretical tool to understand students' acceptance of MALL. In addition, all constructs, with the exception of self-efficacy and interactivity, had significant effects on students' acceptance possibilities of MALL. Limitations and suggestions for the further study are also presented.

Analysis of a crop growth model using Unified Modeling Language

  • Kim, Kwang Soo;Kim, Do-Gyeom;Kim, Sey Hyun;Hwang, Grim;Jeong, Haneul
    • 한국농림기상학회:학술대회논문집
    • /
    • 한국농림기상학회 2011년도 학술발표회
    • /
    • pp.12-14
    • /
    • 2011
  • Crop growth simulation models have been developed as research and management tools. When these models are needed to incorporate new knowledge on phenology and physiology of crops, programming languages have been used for development and documentation of these models. However, researchers may have limited skill in programming languages. Furthermore, software developer may find it challenging to improve the crop models because documentation of the models are rarely available. The Unified Modeling Language (UML) can provide a simple approach for development and documentation of model. A template for implementation of the model can be obtained using the UML, which would facilitate code re-use and model improvement.

  • PDF

다양한 앙상블 알고리즘을 이용한 한국어 의존 구문 분석 (Korean Dependency Parsing Using Various Ensemble Models)

  • 조경철;김주완;김균엽;박성진;강상우
    • 한국정보과학회 언어공학연구회:학술대회논문집(한글 및 한국어 정보처리)
    • /
    • 한국정보과학회언어공학연구회 2019년도 제31회 한글 및 한국어 정보처리 학술대회
    • /
    • pp.543-545
    • /
    • 2019
  • 본 논문은 최신 한국어 의존 구문 분석 모델(Korean dependency parsing model)들과 다양한 앙상블 모델(ensemble model)들을 결합하여 그 성능을 분석한다. 단어 표현은 미리 학습된 워드 임베딩 모델(word embedding model)과 ELMo(Embedding from Language Model), Bert(Bidirectional Encoder Representations from Transformer) 그리고 다양한 추가 자질들을 사용한다. 또한 사용된 의존 구문 분석 모델로는 Stack Pointer Network Model, Deep Biaffine Attention Parser와 Left to Right Pointer Parser를 이용한다. 최종적으로 각 모델의 분석 결과를 앙상블 모델인 Bagging 기법과 XGBoost(Extreme Gradient Boosting) 이용하여 최적의 모델을 제안한다.

  • PDF