한국어를 위한 개선된 워드 임베딩

홈 > 연구문헌 > 학술대회 프로시딩 > 한국정보과학회 학술대회 > 2016년 동계학술발표회

한글제목(Korean Title)	한국어를 위한 개선된 워드 임베딩
영문제목(English Title)	Better Word Embeddings for Korean
저자(Author)	츠나렐 재이다 장병탁 Ceyda Cinarel Byoung-Tak Zhang
원문수록처(Citation)	VOL 43 NO. 02 PP. 0627 ~ 0629 (2016. 12)
한글내용 (Korean Abstract)	Vector representations of words that capture semantic and syntactic information accurately is critical for the performance of models that use these vectors as inputs. Algorithms that only use the surrounding context at the word level ignore the subword level relationships which carry important meaning especially for languages that are highly inflected such as Korean. In this paper we compare the word vectors generated by incorporating different levels of subword information, through visualization using t-SNE, for small sized Korean data.
영문내용 (English Abstract)
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