logo

korean english

게시판

Home > 게시판 > 세미나

이번 학기 콜로퀴움은 학교의 권고를 따라, 사회적 거리두기 단계와 연계하여 온라인 혹은 오프라인(온라인 방송 병행)으로 운영될 예정입니다.

첫번째 강연에는 성균관대학교 소프트웨어학과 박진영 교수님을 모시고 콜로퀴움을 개최하오니, 학과 구성원 여러분의 많은 참여를 부탁 드립니다.

코로나19 확산방지를 위해 다과는 제공하지 않습니다.


                                     
            

1. Title: Scaling laws in Natural Language Processing


2. Speaker: 박  진  영  교수님
(성균관대학교 소프트웨어학과)


3. Date & Time: Mar. 3. (Wed.) 2021.  4:30 PM


4. Place: Natural Science 1,  Room No. 31214


5. Abstract: Many artificial intelligence (AI), machine learning (ML), and natural language processing (NLP) models have seen successes in recent years. Based on these models, there are many good NLP applications such as machine translation, question answering and chatbot. But, we still have questions about the models. One of the questions is the relationship between model performance and several factors such as model size.
Scaling law (power-law) is a functional relationship between two quantities and has been identified in physics. It is also observed in NLP too. In this talk, I will introduce a language model that is an important model for NLP and the power-law distribution between the factors and performance of the model. I will also briefly introduce the convergence of ML and physics.
 

Bio:
JinYeong Bak is an assistant professor in the colleague of computing at Sungkyunkwan
University. His research interests analyzing human behaviors from their conversations and building open-domain conversation models from the insights of the analysis. He worked at Microsoft Research Asia as a research intern and United Nations Global Pulse Lab Jakarta as a junior data scientist. He received Ph.D. and M.S. from the KAIST and a B.S. from Sungkyunkwan University. His research has been published in ACL, EMNLP, CHI, and ICWSM. His personal homepage: https://nosyu.github.io and lab homepage: https://hli.skku.edu

번호 제목 날짜 조회 수
공지 2022학년도 1학기 콜로퀴움 일정 2022.01.10 900
공지 <12/8(Thu.) 11:00am>노벨상 소개 강연 - 2016년 노벨 물리학상: 위상 응집 물리의 탄생 2016.11.28 812813
335 <May.30(Wed.) 4:30 PM> 구리산화물 고온 초전도체의 특성과 응용 2018.05.23 40030
334 <Mar.28(Wed.) 4:30 PM>우주의 번개와 천둥 2018.03.27 40224
333 <Mar.7(Wed.) 4:30 PM>Acoustic metamaterial: principles and applications of phononic crystals 2018.03.02 40604
332 <Mar.21(Wed.) 4:30 PM>깊은 땅속 중성미자 실험, DUNE 2018.03.14 41021
331 <Dec.6(Wed.) 4:30 PM> 실험핵천체물리학: 과거와 미래(Experimental Nuclear Astrophysics: Past and Future) 2017.11.29 41157
330 <May.23(Wed.) 4:30 PM> 한국 희귀동위원소과학 프로젝트(Rare Isotope Science Project in Korea) 2018.05.16 41186
329 <May.2(Wed.) 4:30 PM> Machine learning and statistical physics 2018.04.23 41233
328 <Nov.29(Wed.) 4:30 PM> The Intensity Frontier Experiment & SHiP 2017.11.22 41525
327 <Nov.21(Wed.) 4:30 PM> 핵물리학과 RAON 2018.11.15 41568
326 <April.11(Wed.) 4:30 PM>History of Superconductivity and its Future 2018.04.04 41618
325 <Nov.20(Wed.)>At the End of Space and Time: Imaging the Black Hole in M 87 2019.11.14 41828
324 <May.15(Wed.)> Three-body problems and three-body forces in Classic and Quantum Systems 2019.05.08 41872
323 <Nov. 1(Wed.) 4:30 PM> 광자와 이온트랩을 이용한 양자 정보처리 2017.10.25 41956
322 <Sep. 20(Wed.) 4:30 PM> 양자이론에 대한 `서울해석` 시도하기 2017.09.13 42014
321 <Sep. 6(Wed.) 4:30 PM> Particles in the Universe 2017.09.01 42243
320 <Sept.18(Wed.)> Rare-earth: versatility and capability 2019.09.16 42339
319 <Sep. 13(Wed.) 4:30 PM> 우주론 100년, 어디로 가고 있는가? 2017.09.06 42477
318 <June.5(Wed.)> Fluid gravity duality 2019.05.29 42509
317 <Dec.5(Wed.)> 두 펄사 이야기 2018.11.28 43003
316 <May.22(Wed.)> Introduction to exotic quantum states in solids 2019.05.15 43053