ÇѱÛÁ¦¸ñ(Korean Title) |
RoBERTa¸¦ ÀÌ¿ëÇÑ Çѱ¹¾î ÀÚ¿¬¾îó¸®: °³Ã¼¸í ÀνÄ, °¨¼ººÐ¼®, ÀÇÁ¸ÆÄ½Ì |
¿µ¹®Á¦¸ñ(English Title) |
RoBERTa for Korean Natural Language Processing: Named Entity Recognition, Sentiment Analysis, Dependency Parsing |
ÀúÀÚ(Author) |
¹ÎÁø¿ì
³ª½ÂÈÆ
½ÅÁ¾ÈÆ
±è¿µ±æ
Jinwoo Min
Seung-Hoon Na
Jong-Hoon Shin
Young-Kil Kim
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¿ø¹®¼ö·Ïó(Citation) |
VOL 46 NO. 02 PP. 0407 ~ 0409 (2019. 12) |
Çѱ۳»¿ë (Korean Abstract) |
ÃÖ±Ù ÀÚ¿¬¾î ó¸® ¿¬±¸¿¡¼ ´ë¿ë·® ÄÚÆÛ½º·ÎºÎÅÍ ¹®¸ÆÀ» °í·ÁÇÒ ¼ö ÀÖ´Â BERT µî°ú °°ÀÌ ¾ç¹æÇâ Æ®·»½ºÆ÷¸Ó¸¦ ÅëÇØ ¾ð¾î ¸ðµ¨À» »çÀüÇнÀÇÏ°í À̸¦ ÀÀ¿ë ŽºÅ©¿¡ Àû¿ëÇÏ¿© ³ôÀº ¼º´ÉÀ» ´Þ¼ºÇÏ¿´´Ù. º» ¿¬±¸¿¡¼´Â ±âÁ¸ÀÇ BERTÀÇ Mask LM ŽºÅ©¿¡¼ ¸Å ÇнÀ¸¶´Ù ¸¶½ºÅ·(Masking)µÇ´Â ´Ü¾î¸¦ ´Ù¸£°Ô ÇÏ´Â Dynamic Mask LM ¹æ½ÄÀ» »ç¿ëÇÏ´Â µîÀÇ ÃÖÀûȸ¦ ÅëÇØ ±âÁ¸ BERT ¸ðµ¨À» °³¼±ÇÑ RoBERTa ¸ðµ¨À» Àû¿ëÇÏ°í ÇüÅÂ¼Ò ´ÜÀ§ÀÇ ÅäÅ©³ªÀÌÀú¿Í BPE ´ÜÀ§ÀÇ ÅäÅ©³ªÀÌÀú¸¦ °áÇÕÇÏ¿© ¹Ìµî·Ï¾î¿¡ °°ÇÇÑ ÇÏÀ̺긮µå ¹æ½ÄÀÇ ÅäÅ©³ªÀÌÁî ¹æ½ÄÀ» Á¦¾ÈÇÏ¿© ±âÁ¸ÀÇ BERT ¸ðµ¨ÀÇ ¼º´ÉÀ» ´õ¿í Çâ»ó½ÃÄ×´Ù.
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¿µ¹®³»¿ë (English Abstract) |
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Å°¿öµå(Keyword) |
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ÆÄÀÏ÷ºÎ |
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