ETRI Knowledge Sharing Platform : Kyungman Bae

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Kyungman Bae

Department: Language Intelligence Research Section

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KSP Keywords: Transfer Learning Question Answering Named Entity Recognition Language Model

Articles (10)
Patents (21)
Technology Transfer (12)
R&D Reports (0)
Standards (2)
Monographs/Talk (0)

논문 검색결과
Type	Year	Title	Cited
Journal	2024	Research Trends on Enhancing the Reliability of Generative Models 노지현 정보과학회지, v.42, no.4, pp.13-18
Journal	2024	Towards a small language model powered chain-of-reasoning for open-domain question answering Jihyeon Roh, Minho Kim ETRI Journal, v.46, no.1, pp.11-21	1
Journal	2024	Named entity recognition using transfer learning and small human- and meta-pseudo-labeled datasets Kyoungman Bae ETRI Journal, v.46, no.1, pp.59-70	1
Conference	2023	Effective methods for fine-tuning large-scale language models 이형직 한국소프트웨어 종합 학술 대회 2023, pp.579-581
Conference	2022	Robust target disentangled sentence paraphrase recognition even for various types of adversarial examples 김민호 한국소프트웨어 종합 학술 대회 2022, pp.335-337
Conference	2022	Question Answering using Sematic-based Subword Token Language Mode 이형직 한국소프트웨어 종합 학술 대회 2022, pp.338-340
Conference	2022	GPT-2 with nearest neighbor search for language modeling and sentiment classification task 노지현 한국소프트웨어 종합 학술 대회 2022, pp.344-346
Conference	2022	The Method of Named Entity Dictionary Generation based on KorBERT using Wikipedia Title 배경만 한국소프트웨어 종합 학술 대회 2022, pp.347-349
Conference	2022	Entity Linking based on KorBERT and Popularity 허정 한글 및 한국어 정보처리 학술 대회 2022, pp.502-506
Conference	2018	Question Analysis for Constraint-based KBQA 허정 한글 및 한국어 정보 처리 학술 대회 2018, pp.665-668

특허 검색결과
Status	Year	Patent Name	Country
Registered	2021	APPARATUS AND METHOD FOR PROVIDING INDEXING AND SEARCH SERVICE BASED ON IMPORTANT SENTENCE	UNITED STATES
Registered	2021	APPARATUS AND METHOD FOR AUTOMATIC GENERATION OF MACHINE READING COMPREHENSION TRAINING DATA	UNITED STATES
Registered	2020	Hostile paraphrase sentence automatic generation system	KOREA
Registered	2020	SYSTEM AND METHOD FOR DETERMINING SIMILARITY OF SENTENCE MEANING	KOREA
Registered	2020	APPARATUS AND METHOD FOR AUTOMATIC GENERATION OF MACHINE READING COMPREHENSION DATA	KOREA
Registered	2020	News article generation system and method including indirect advertising	KOREA
Registered	2020	Invention technology retrieval system and method using virtual composite technology document incorporating similar invention	KOREA
Registered	2019	APPARATUS AND METHOD FOR ANSWERING QUESTIONS RELATED TO LEGAL FIELD	KOREA
Registered	2018	APPARATUS AND METHOD FOR CONSTRUCTING NEW NAMED ENTITY DICTIONARY WITH ALLOMORPH BASED ON ONLINE ENCYCLOPEDIA	KOREA
Registered	2018	Similar patent search method and apparatus using alignment of elements	KOREA
Registered	2018	Knowledge graph-based sentence analysis method	KOREA
Registered	2018	QUESTION ANSWERING SYSTEM AND METHOD IN MPEG IoMT ENVIRONMENT	CHINA
Registered	2018	CHATBOT SYSTEM AND SERVICE METHOD THEREOF	UNITED STATES
Registered	2018	QUERY AND RESPONSE SYSTEM AND METHOD IN MPEG IoMT ENVIRONMENT	KOREA
Registered	2018	PERSONALIZED QUESTION-ANSWERING SYSTEM, CLOUD SERVER FOR PRIVACY PROTECTION AND METHOD FOR PROVIDING SHARED NUERAL MODEL THEREOF	KOREA
Registered	2018	Method and Apparatus for Korean Zero Anaphora Resolution Tagging	KOREA
Registered	2017	Method for restoring Korean omitted components based on language model	KOREA
Registered	2017	question answering system and method based on reliability	KOREA
Registered	2017	Chatting robot system and service method thereof	KOREA
Registered	2017	NATURAL LANGUAGE QUESTION-ANSWERING SYSTEM AND LEARNING METHOD	KOREA
Registered	2017	ON-LINE CONTEXTUAL ADVERTISEMENT INTELLIGENCE APPARATUS AND METHOD BASED ON LANGUAGE ANALYSIS FOR AUTOMATICALLY RECOGNIZES ABOUT COINED WORD	KOREA

기술이전 검색결과
Year	Technology	Transaction Count	Manager
2024	Language understanding model (MoBERT) and application technologies optimized for Korean (machine reading comprehension, text classification, paraphrase recognition, paragraph re-ranking, correct answer basis recognition)	1	Hyunki Kim
2024	Neural Passage Retrieval based on a Korean-specialized comprehension mode v1.0	1	Yongjin Bae
2021	Automatic Korean document distribution technology based on convolutional neural network for RPA	1	Soojong Lim
2021	[Exobrain] Deep Legal Q&A technology for Fair Trade based on Machine Reading Comprehension of Korean Language - V1.0	1	Heo Jeong
2021	Exobrain Korean language understanding-generation language model pretraining technique v1.0	1	Minho Kim
2021	[Exobrain] General documment-based Question Answering System v1.0	2	Hyung Jik Lee
2021	Exobrain Korean Morphological Analysis and Named Entity Recognition for Spoken Language v1.0	3	Kyungman Bae
2020	[Exobrain] Deep Legal Q&A technology based on Machine Reading Comprehesion for Korean Language - v1.0	2	Heo Jeong
2020	Exobrain Deep Learning Language Model and Applications for Korean V1.0	7	Minho Kim
2020	Exobrain Natural Language Processing Toolkit for Korean - V4.0	9	Kyungman Bae
2018	A Korean Documents Classification related to Pets using Deep Learning	1	Soojong Lim
2017	Exobrain Tagging corpus for Korean Natural Language Processing v1.0	2	Soojong Lim

연구보고서 검색결과
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표준안 검색결과
Year	Standard Body	Standards	Source link
2020	ITU	Consent: F.746.11 (Ex.F.IQAS.INT) Interfaces for Intelligent Question Answering Service
2018	ITU	Consent: F.746.7 (ex F.IQAS-META) "Metadata for Intelligent Question Answering Service" (New)

단행본 검색결과
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발표자료 검색결과
발표일	제목	발표처	원문
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