DC Field | Value | Language |
---|---|---|
dc.contributor.advisor | Park, Jong Cheol | - |
dc.contributor.advisor | 박종철 | - |
dc.contributor.author | Jang, Eugene | - |
dc.date.accessioned | 2022-04-27T19:31:58Z | - |
dc.date.available | 2022-04-27T19:31:58Z | - |
dc.date.issued | 2021 | - |
dc.identifier.uri | http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=963366&flag=dissertation | en_US |
dc.identifier.uri | http://hdl.handle.net/10203/296116 | - |
dc.description | 학위논문(석사) - 한국과학기술원 : 전산학부, 2021.8,[v, 82 p. :] | - |
dc.description.abstract | Quotations in news articles have been suggested as a source of subjective or biased information. This work deals with automatically detecting the quoted claims and speakers of the claims in news articles. We suggest that quoted claims in news articles appear in predictable, but non-trivial ways. We annotate 33 articles for their quoted claims, speakers, and relations between claims and speakers. A dataset created with the presented annotation scheme is used to experiment with i) claim identification, ii) speaker identification, iii) claim-speaker relation identification, iv) claim group identification, and v) speaker group identification. The annotation and experimental results suggest that the contextual information must be taken into account in order to annotate and predict quoted claims and their speakers. | - |
dc.language | eng | - |
dc.publisher | 한국과학기술원 | - |
dc.subject | Natural language processing▼aMedia bias▼aNews articles▼aQuotations▼aClaim-speaker relationship | - |
dc.subject | 자연 언어 처리▼a미디어 편향▼a신문 기사▼a인용구▼a주장-발화자 관계 | - |
dc.title | Detecting quoted claims and claim speakers in news articles using transformer-based language models | - |
dc.title.alternative | 트랜스포머 기반 언어 모델을 통한 뉴스 기사 내의 인용 주장과 주장 발화자 탐지 | - |
dc.type | Thesis(Master) | - |
dc.identifier.CNRN | 325007 | - |
dc.description.department | 한국과학기술원 :전산학부, | - |
dc.contributor.alternativeauthor | 장우진 | - |
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