• Annual Conference on Human and Language Technology
• /
• 2021.10a
• /
• pp.124-130
• /
• 2021

기계요약의 사실 불일치는 생성된 요약이 원문과 다른 사실 정보를 전달하는 현상이며, 특히 개체명이 잘못 사용되었을 때 기계요약의 신뢰성을 크게 훼손한다. 개체명의 수정을 위해서는 두 가지 작업을 수행해야한다. 먼저 요약 내 각 개체명이 올바르게 쓰였는지 판별을 해야하며, 이후 잘못된 개체명을 맞게 고치는 작업이 필요하다. 본 논문에서는 두 가지 작업 모두 각 개체명을 문맥적으로 이해함으로써 해결할 수 있다고 가정하고, 이에 따라 두 작업에 대한 다중 작업 학습 방법을 제안한다. 제안한 방법을 통해 학습한 모델은 생성된 기계요약에 대한 후처리 교정을 수행할 수 있다. 제안 모델을 평가하기 위해 강제적으로 개체명을 훼손시킨 요약데이터와 기계 요약 데이터에 대해서 성능을 평가 하였으며, 다른 개체명 수정 모델과 비교하였다. 제안모델은 개체명 수준에서 92.9%의 교정 정확도를 달성했으며, KoBART 요약모델이 만든 기계요약의 사실 정확도 4.88% 포인트 향상시켰다.

• Journal of the Korean Geotechnical Society
• /
• v.19 no.3
• /
• pp.93-104
• /
• 2003

The Disturbed State Concept (DSC) model, with simplified unloading/reloading formulation, is implemented in a nonlinear dynamic finite element program fur porous media named DSC_DYN2D. In this research, the DSC constitutive model is utilized using the HiSS model for relative intact (RI) part and the critical state model for the fully adjusted (FA) part in the material. The general formulation for implementation is developed. The cyclic loading tests from the field load test data on a pile segment were numerically simulated using the finite element program DSC_DYN2D and compared with field measurements and those from the previous analysis with the HiSS model. The DSC predictions show improved agreement with the field behavior of the pile compared to those from the HiSS model. Overall, the computer procedure with the DSC model allows improved and realistic simulation of the complex dynamic soil-structure interaction problems.

• Journal of the Korea Concrete Institute
• /
• v.17 no.3 s.87
• /
• pp.419-426
• /
• 2005

This study is to propose a modified equivalent frame model for flat plate slabs under lateral loads. ACI 318 (2002) allows equivalent frame methods to conduct two-way slab system analysis subjected to gravity loads as well as lateral loads. Since the equivalent frame method in the ACI 318 (2002) has been developed base on the behavior of two-way system for gravity loads, and nay not predict the behavior of flat plate slabs under lateral loads with good precision. This study develops a modified equivalent frame model which can give more precise answer for flat plate slabs under lateral loads. This model reflects the actual force transfer mechanism among the components of flat plate slab system, which are slabs, columns and torsional members, more accurately under lateral loads than existing equivalent frame models. The accuracy of this model is verified by comparing the analysis results using the proposed model with the results of finite element analysis. The analysis results of other existing models are included in the comparison. For this purpose, 2 story building having 3 spans in both directions is considered. Analytical results show that the modified equivalent frame model produces comparable drift and slab internal moments with those obtained from finite element analysis.

• Annual Conference on Human and Language Technology
• /
• 1997.10a
• /
• pp.88-93
• /
• 1997

본 논문에서는 품사 태깅을 위해 여러 통계 모델을 실험을 통하여 비교하였으며 이를 토대로 통계적 모델을 구성하였다. 형태소 패턴 사전을 이용하여 미등록어의 위치와 개수에 관계없는 일반적인 방법의 미등록어 처리 방법을 개발하고 통계모델이 가지는 단점을 보완할 수 있는 오류 수정 규칙을 함께 이용하여 혼합형 품사 태깅 시스템인 $POSTAG^{i}$를 개발하였다. 미등록어를 추정하는 형태소 패턴 사전은 한국어 음절 정보와 용언의 불규칙 정보를 이용하여 구성하고 다어절어 사전을 이용하여 여러 어절에 걸쳐 나타나는 연어를 효과적으로 처리하면서 전체적인 태깅 정확도를 개선할 수 있다. 또 오류 수정 규칙은 Brill이 제안한 학습을 통하여 자동으로 얻어진다. 오류 수정 규칙의 자동 추출시에 몇 가지의 휴리스틱을 사용하여 보다 우수하고 일반적인 규clr을 추출할 수 있게 하였다. 10만의 형태소 품사 말뭉치로 학습하고 학습에 참여하지 않은 2만 5천여 형태소로 실험하여 97.28%의 정확도를 보였다.

• Journal of the Institute of Electronics and Information Engineers
• /
• v.49 no.11
• /
• pp.103-109
• /
• 2012

Samsung Thales has developed a small-sized autonomous underwater vehicle "BOTO" verified by a mathematical model simulation. The hydrodynamic coefficients and drag force were experimented at circulating water channel for validating cruising performance of the AUV. Based on the mathematical model, we simulated turning radius and way-point tracking on horizontal plane using way-point tracking algorithm. In this paper we introduce the vehicle system and the sea trial test results will be shown.

• Annual Conference on Human and Language Technology
• /
• 2023.10a
• /
• pp.346-351
• /
• 2023

오픈 도메인 대화 시스템은 산업에서 다양하게 활용될 수 있지만 유해한 응답을 출력할 수 있다는 위험성이 지적되어 왔다. 본 논문에서는 언급된 위험성을 완화하기 위해 데이터 측면에서 대화 시스템 모델을 개선하는 방법을 제안한다. 대화 모델의 유해한 응답을 유도하도록 설계된 데이터셋을 사용하여 모델이 올바르지 못한 응답을 생성하게 만들고, 이를 LLM을 활용하여 안전한 응답으로 수정한다. 또한 LLM이 정확하게 수정하지 못하는 경우를 고려하여 추가적인 필터링 작업으로 데이터셋을 보완한다. 생성된 데이터셋으로 추가 학습된 대화 모델은 기존 대화 모델에 비해 대화 일관성 및 유해성 면에서 성능이 향상되었음을 확인했다.

• Water for future
• /
• v.14 no.1
• /
• pp.51-58
• /
• 1981

This study attempts to examine and estabilish a simulation model from the stochastic analysis of daily streamflow. Daily streamflow records obstained at the main gauging stations along the Han, Nakdong and Geum River were used in the analysis. The following results were abtained. From the analysis of time series of streamflow by the correlogram and spectraal density, The serial component of one-year periodicity, serial correlation and irregular or random component were found. The coefficient of determination R2 of multilag model remaine a plateau at log-two, so that second order mu.ltilag model was Known to fit in the simulation of daily streamflow, Consequently, multilag and recised Markov model of the sewnd order give the best results in simulatin of daily streamflow. But the former generally gives better results than the latter. And theoretical markev model is unfit in the simulation of daily series without modification.

• Journal of the Korea Academia-Industrial cooperation Society
• /
• v.13 no.4
• /
• pp.1822-1829
• /
• 2012

In this research, we developed the Information Circulation Model(ICM) by modifying and supplementing Information Process Model(IPM) in DNS. This ICM is used to simulate some combat situations that could not be considered with the existing DNS. We showed that this improved ICM can be applied to simulation and analysis of a variety of interests compared with IPM in DNS. We expect this study could be a basic research for further development of C4ISR effectiveness analysis in our national defense community.

• Proceedings of the Korea Air Pollution Research Association Conference
• /
• 1994.10a
• /
• pp.110-111
• /
• 1994

• Journal of the Korean Geotechnical Society
• /
• v.30 no.1
• /
• pp.37-47
• /
• 2014

Unsaturated hydraulic conductivity (HC) is integrated theoretically from soil water retention curves (SWRC) by Mualem capillary model, but the prediction of HC is extremely sensitive to small variation of matric suction near saturation. Near saturation, the Mualem HC based on smooth SWRC decreases abruptly and has problems in the reliability of hydraulic behavior and the stability of numerical solutions. To improve van Genuchten-Mualem (VGM) HC, the van Genuchten SWRC model is modified within range of low matric suction (arbitrary air entry pressure). At an arbitrary air entry pressure, the VG SWRC is linearized in log scale until full saturation. The modified VG SWRC does not affect the fit of actual retention behavior and either the parameters of original VG SWRC fit. Using the modified VG SWRC, the VGM HC is modified to integrate for each interval decomposed by arbitrary air entry pressure. An analytical solution on modified VGM HC is proposed each interval, to protect the rapid change in HC near saturation. For silty soils, VGM models of HC function underestimate the unsaturated permeability characteristics and especially show rapid reduction near saturation. The modified VGM model predicts more accurate HC functions for Korean weathered soils. Furthermore, near saturation, the saturated HC is conserved by the modified VGM model. After 2-D infiltration analysis of an actual slope, the hydraulic behaviors are compared for VGM and the modified models. The prediction by the proposed model conserved the convergence of solutions on various rainfall conditions. However, the solution by VGM model did not converge since the conductivity near saturation reduced abruptly for heavy rainfall condition. Using VGM model, the factor of safety is overestimated in both initial and final stage during heavy rainfall. Stability analysis based on infiltration analysis could simulate the actual slope failure by the proposed model on HC.