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Nnwww 2021/06/25
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Nnwww 2021/06/01
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Word embeddings in 2017: Trends and future directions
Word embeddings in 2017: Trends and future directions Word embeddings are an integral part of current NLP models, but approaches that supersede the original word2vec have not been proposed. This post focuses on the deficiencies of word embeddings and how recent approaches have tried to resolve them. This post discusses the deficiencies of word embeddings and how recent approaches have tried to res
Nnwww 2017/10/23
word embeddingé–¢é€£è«–æ–‡é›†ã€‚ã‚µãƒ¼ãƒ™ã‚¤ã—ãŸã‹ã£ãŸã®ã§æ‰‹é–“ãŒçœã‘ã‚‹ã€‚

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nlp

machine_learning
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CMUæ•™æŽˆç›´ä¼ã®è«–æ–‡ã®æ›¸ãæ–¹ - ã§ã‹ã„ãƒãƒ¼ã‚ºã‚’ãƒ™ãƒ¼ã‚°ãƒ«ã™ã‚‹
CMUã«ç•™å¦ã—ã¦ã„ã‚‹æ™‚ã«Faloutsosæ•™æŽˆã«æ•™ã‚ã£ãŸè«–æ–‡ã®æ›¸ãæ–¹ã‚’ã¾ã¨ã‚ã‚‹ã€‚ã“ã®æ›¸ãæ–¹ã«å¾“ã†ã“ã¨ã§è«–æ–‡ã®æŽ¡æŠžçŽ‡ãŒã‹ãªã‚Šä¸ŠãŒã£ãŸã€‚ä»Šã¨ãªã£ã¦ã¯è‡ªåˆ†çš„ã«å½“ãŸã‚Šå‰ã®ã“ã¨ã ã—ã€ã§ãã‚‹ç ”ç©¶è€…ã®çš†æ§˜ã¯è‡ªç„¶ã¨å®ˆã£ã¦ã„ã‚‹ã“ã¨ã‚‚å¤šã„ã¨æ€ã†ã‘ã©è‰¯ã„è«–æ–‡ã‚’æ›¸ããŸã„ã¨æ€ã£ã¦ã„ã‚‹å¦ç”Ÿã¨ã‹ã«å‚è€ƒã«ã—ã¦ã‚‚ã‚‰ãˆãŸã‚‰ã¨æ€ã†ã€‚ãŸã ã—ã€Faloutsosæ•™æŽˆã«æ•™ãˆã¦ã‚‚ã‚‰ã£ãŸã“ã¨ã‚’ä¸€æ—¦è‡ªåˆ†ã§å™›ã¿ç •ã„ã¦ã‹ã‚‰ã¾ã¨ã‚ãŸã‚‚ã®ãªã®ã§è‡ªåˆ†ã®ä¸»è¦³ã¨ã‹ãŒæ··ã˜ã£ã¦ã—ã¾ã£ã¦ã„ã‚‹ã‹ã‚‚ã—ã‚Œãªã„ã€‚ ä¸»èªžãŒå¤§ãããªã‚‰ãªã„ã‚ˆã†ã«äºˆã‚æ–ã£ã¦ãŠãã‘ã©ã€ã“ã®æ›¸ãæ–¹ã¯ã‚‚ã¡ã‚ã‚“ã™ã¹ã¦ã®è«–æ–‡ã«å¯¾ã—ã¦å½“ã¦ã¯ã¾ã‚‹ã‚ã‘ã˜ã‚ƒãªãã¦ä»¥ä¸‹ã®å‰ææ¡ä»¶ãŒã‚ã‚‹ã€‚ å›½éš›ä¼šè°è«–æ–‡ã§ã‚ã‚‹ ãƒ‡ãƒ¼ã‚¿ãƒžã‚¤ãƒ‹ãƒ³ã‚°é–¢é€£åˆ†é‡Žã®è«–æ–‡ã§ã‚ã‚‹ è«–æ–‡èªŒã¨ã‹å’è«–ã¨ã‹ã‚‚ã£ã¨é•·ã‚ã®è«–æ–‡ã‚’æ›¸ãã¨ãã¯å½“ã¦ã¯ã¾ã‚‰ãªã„é …ç›®ã‚‚ã‚ã‚‹ã—ã€ãƒ‡ãƒ¼ã‚¿ãƒžã‚¤ãƒ‹ãƒ³ã‚°é–¢é€£åˆ†é‡Žä»¥å¤–ã®è«–æ–‡ã‚’æ›¸ã„ãŸã“ã¨ãŒç„¡ã„ã®ã§ãã‚Œä»¥å¤–ã®åˆ†é‡Žã®è«–æ–‡ã«å½“ã¦ã¯ã¾ã‚‹ã‹ã‚‚
Nnwww 2016/12/18
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