2020³â ÄÄÇ»ÅÍÁ¾ÇÕÇмú´ëȸ
ÇѱÛÁ¦¸ñ(Korean Title) |
ALBERT¸¦ ÀÌ¿ëÇÑ Çѱ¹¾î ÀÚ¿¬¾îó¸®: °¨¼ººÐ¼®, °³Ã¼¸í ÀνÄ, ±â°èµ¶ÇØ |
¿µ¹®Á¦¸ñ(English Title) |
ALBERT for Korean Natural Language Processing: Named Entity Recognition, Sentiment Analysis, Machine Reading Comprehension |
ÀúÀÚ(Author) |
Young-Hoon Lee
Seung-Hoon Na
Yun-Su Choi
Hye-Woo Lee
Du-Seong Chang
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¿ø¹®¼ö·Ïó(Citation) |
VOL 47 NO. 01 PP. 0332 ~ 0334 (2020. 07) |
Çѱ۳»¿ë (Korean Abstract) |
ÃÖ±Ù ÀÚ¿¬¾îó¸® ºÐ¾ß¿¡¼´Â Transformer ±â¹ÝÀÇ ¾ð¾î¸ðµ¨À» ÀÌ¿ëÇÏ¿© »çÀüÇнÀÀ» ÁøÇàÇÏ°í, finetuningÀ» Àû¿ëÇÔÀ¸·Î ´Ù¾çÇÑ Å½ºÅ©¿¡¼ SOTA(State Of The Art)¸¦ ÀÌ·ç°í ÀÖ´Ù. ÀÌ·¯ÇÑ ¾ð¾î¸ðµ¨Àº ´ë¿ë·®ÀÇ ¸»¹¶Ä¡ µ¥ÀÌÅÍ¿Í ¸¹Àº ¼öÀÇ ÆĶó¹ÌÅ͸¦ »ç¿ëÇÏ¿© ÇнÀÀ» ÁøÇàÇϴµ¥, ÇнÀÀ» ÁøÇàÇÔ¿¡ ÀÖ¾î ÀÚ¿øÀÇ ÇÑ°è°¡ Á¸ÀçÇϱ⿡ Å« ¸ðµ¨ÀÇ ÇнÀ¿¡´Â ¾î·Á¿òÀÌ ÀÖ´Ù. º» ³í¹®¿¡¼´Â ÀÌ·¯ÇÑ ¹®Á¦¸¦ ÇØ°áÇϱâ À§ÇØ ¸ðµ¨ÀÇ ÆĶó¹ÌÅÍÀÇ ¼ö¸¦ ÁÙÀÎ AL-RoBERTa¸¦ Á¦¾ÈÇÏ°í, ¿©·¯ Çѱ¹¾î ŽºÅ©¿¡ Àû¿ëÇÔÀ¸·Î ¸ðµ¨ÀÇ ¼º´ÉÀ» ÃøÁ¤ÇÏ¿© È¿°ú¼ºÀ» º¸ÀδÙ. |
¿µ¹®³»¿ë (English Abstract) |
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