[B! NLP] poginã®ãƒ–ãƒƒã‚¯ãƒžãƒ¼ã‚¯

pogin id:pogin

NLPã«é–¢ã™ã‚‹poginã®ãƒ–ãƒƒã‚¯ãƒžãƒ¼ã‚¯ (8)

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GitHub - megagonlabs/jrte-corpus: Japanese Realistic Textual Entailment Corpus (NLP 2020, LREC 2020)
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pogin 2021/04/03
github

NLP

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ã‚ã¨ã§èªã‚€
ãƒªãƒ³ã‚¯
ãƒ–ãƒ¼ãƒˆã‚¹ãƒˆãƒ©ãƒƒãƒ”ãƒ³ã‚°æ³•ã«ã‚ˆã‚‹æƒ…å ±æŠ½å‡ºã®è«–æ–‡ã¾ã¨ã‚ - ãƒ¤ãƒ‰ã‚«ãƒªãƒ©ãƒœ
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pogin 2020/05/25
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ã‚ã¨ã§èªã‚€

NLP

æƒ…å ±æŠ½å‡º

è‡ªç„¶è¨€èªžå‡¦ç†
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ã‚µãƒ–ã‚«ãƒ«ã®ãŸã‚ã®word2vec | BLOG - DeNA Engineering
ã¯ã˜ã‚ã« AIã‚·ã‚¹ãƒ†ãƒ éƒ¨AIç ”ç©¶é–‹ç™ºã‚°ãƒ«ãƒ¼ãƒ— ã‚¢ãƒ«ãƒã‚¤ãƒˆã®äº”ååµã§ã™ã€‚ï¼ˆ @bonprosoft, ãƒãƒ¼ãƒˆãƒ•ã‚©ãƒªã‚ªï¼šhttp://vbcpp.net/about/ ï¼‰ ç¾åœ¨ã€æ±åŒ—å¤§å¦å¤§å¦é™¢ã®ä¿®å£«1å¹´ã§ã€å¤§å¦é™¢ã§ã¯ï¼ˆè‡ªç„¶è¨€èªžã§ã¯ãªãï¼‰é«˜é€Ÿãªæ–‡å—åˆ—å‡¦ç†ã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ ã«é–¢ã™ã‚‹ç ”ç©¶ã‚’è¡Œã£ã¦ã„ã¾ã™ã€‚ ç§ã¯2017å¹´9æœˆä¸Šæ—¬ã‹ã‚‰3é€±é–“ã»ã©ã€ã‚¢ãƒ«ãƒã‚¤ãƒˆå…¼ã‚¤ãƒ³ã‚¿ãƒ¼ãƒ³ã¨ã—ã¦ãƒãƒƒã‚«ãƒ‰ãƒ¼ãƒ«ãƒãƒ¼ãƒ å†…ã®NLPã®ã‚¿ã‚¹ã‚¯ã«å–ã‚Šçµ„ã‚“ã§ã„ã¾ã—ãŸã€‚ ãã®å¾Œã¯ã‚¢ãƒ«ãƒã‚¤ãƒˆã¨ã—ã¦ã€æœŸé–“ä¸ã«ã§ããªã‹ã£ãŸè¿½åŠ å®Ÿé¨“ã¨å®Ÿéš›ã®è£½å“ã¸ã®é©ç”¨ã«å–ã‚Šçµ„ã‚“ã§ã„ã¾ã™ã€‚ å–ã‚Šçµ„ã‚“ã ã‚¿ã‚¹ã‚¯ çªç„¶ã§ã™ãŒã€ã¿ãªã•ã¾ã€ãƒãƒƒã‚«ãƒ‰ãƒ¼ãƒ«ã¯ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ«ã•ã‚Œã¦ã„ã¾ã™ã‹ï¼Ÿ ãƒãƒƒã‚«ãƒ‰ãƒ¼ãƒ«ã¯ã€ä¸»ã«ã‚µãƒ–ã‚«ãƒ«ãƒãƒ£ãƒ¼ã«é–¢ã™ã‚‹è¨˜äº‹ã«ç‰¹åŒ–ã—ãŸã€ãƒ‹ãƒ¥ãƒ¼ã‚¹ã‚¢ãƒ—ãƒªã‚±ãƒ¼ã‚·ãƒ§ãƒ³ã§ã™ã€‚ ã‚¢ãƒ—ãƒªã‚±ãƒ¼ã‚·ãƒ§ãƒ³å†…ã®ãƒ¦ãƒ¼ã‚¶ãƒ¼ã®ã‚¯ãƒªãƒƒã‚¯ã‚„ã€Œãƒ›ã‚·ã‚¤/ã‚¤ãƒ©ãƒŠã‚¤ã€ãªã©ã®ã‚¢ã‚¯ã‚·ãƒ§ãƒ³ã‚’é€šã—ã¦ã€ãƒãƒƒã‚«ãƒ‰ãƒ¼ãƒ«ãŒãƒ¦ãƒ¼ã‚¶ãƒ¼ã®å¥½ã¿
pogin 2018/01/13
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ã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ

NLP

word2vec

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ãƒªãƒ³ã‚¯
word2vec, fasttextã®å·®ã¨å®Ÿè·µçš„ãªä½¿ã„æ–¹ - ã«ã»ã‚“ã”ã®ã‚Œã‚“ã—ã‚…ã†
word2vec, fasttextã®å·®ã¨å®Ÿè·µçš„ãªä½¿ã„æ–¹ ç›®æ¬¡ Fasttextã¨word2vecã®å·®ã‚’èª¿æŸ»ã™ã‚‹ å®Ÿéš›ã«ã‚ãã‚“ã§ã¿ã‚ˆã† Fasttext, word2vecã§è¡Œã£ã¦ã„ã‚‹ãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°ã§ã®å¿œç”¨ä¾‹ å…·ä½“çš„ãªå¿œç”¨ä¾‹ã¨ã—ã¦ã€å˜èªžã®ãƒã‚ºæ¤œçŸ¥ã‚’è¨è¨ˆã—ã¦ã€æ£ã—ãå‹•ãã“ã¨ã‚’ç¢ºèªã—ãŸã®ã§ã€ç´¹ä»‹ã™ã‚‹ Appendix (ç™ºè¡¨ç”¨ã®è³‡æ–™ã‚‚æŽ²è¼‰ã„ãŸã—ã¾ã™,å°ã•ãã¦è¦‹ã¥ã‚‰ã„ã®ã§ã€ç›´ãƒªãƒ³ã¯ã“ã¡ã‚‰) åŽŸç†ã®è¡¨é¢çš„ãªèª¬æ˜Ž Skip gramã§ã¯ã‚ã‚‹ç‰¹å®šã®å˜èªžã®å‰å¾Œã®å˜èªžã®å‡ºç¾ç¢ºçŽ‡ã‚’æ¸¬å®šã™ã‚‹ã“ã¨ã§ãƒ™ã‚¯ãƒˆãƒ«åŒ–ã™ã‚‹ å›³1. ã‚ã‚‹ç›®çš„ã®å˜èªžã‹ã‚‰ã€å‘¨è¾ºã®å˜èªžã®ç¢ºçŽ‡ã‚’è¨ˆç®—ã—ã¦ãƒ™ã‚¯ãƒˆãƒ«åŒ–ã™ã‚‹ Word2vecã¨fasttextã§ã¯ã“ã‚Œã‚’å®Ÿè£…ã—ãŸã‚‚ã® ãŸã ã—ã€fasttextã«ã¯subwordã¨ã„ã†ä»•çµ„ã¿ãŒå…¥ã£ã¦ã„ã‚‹ å›³2. softmaxã§å…±èµ·ç¢ºçŽ‡ã‚’è¨ˆç®—ã™ã‚‹ ã‚ãã‚“ã§ã¿ã‚ˆã† 2017å¹´2ï½ž3æœˆã®Twitterã®ãƒ‡ãƒ¼ã‚¿
pogin 2017/04/02
word2vec

fasttext

ãƒ‡ã‚£ãƒ¼ãƒ—ãƒ©ãƒ¼ãƒ‹ãƒ³ã‚°

NLP
ãƒªãƒ³ã‚¯
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pogin 2016/10/18
å¦ç¿’

ã‚·ã‚¹ãƒ†ãƒ

AI

NLP
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CRFãŒã‚ˆãã‚ã‹ã‚‰ãªãã¦ãŠè…¹ãŒç—›ããªã£ã¦ã—ã¾ã†äººã®ãŸã‚ã®30åˆ†ã§ã‚ã‹ã‚‹CRFã®ã¯ãªã— - EchizenBlog-Zwei
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pogin 2011/12/07
è³‡æ–™

æ©Ÿæ¢°å¦ç¿’

NLP

algorithm

statistics

crf
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pogin 2011/11/26
æ©Ÿæ¢°å¦ç¿’

NLP

datamining

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