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文献紹介:Treat the Word As a Whole or Look Inside? ...

Avatar for Taichi Aida Taichi Aida
September 16, 2019

文献紹介:Treat the Word As a Whole or Look Inside? Subword Embeddings Model Language Change and Typology

Avatar for Taichi Aida

Taichi Aida

September 16, 2019
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  1. จݙ঺հʢʣ Treat the Word As a Whole or Look Inside?

    Subword Embeddings Model Language Change and Typology Yang Xu, Jiasheng Zhang, David Reitter 1st International Workshop on Computational Approaches to Historical Language Change, ACL2019 ௕Ԭٕज़Պֶେֶ ࣗવݴޠॲཧݚڀࣨɹ ૬ాɹଠҰ
  2. Related Work w $#08ʢDPOUFYU ͔ΒUBSHFU Λ༧ଌʣ w $IBSBDUFSFOIBODFEXPSEFNCFEEJOH $8& 

    w 4LJQHSBNʢUBSHFU ͔ΒDPOUFYU Λ༧ଌʣ w GBTU5FYU vc ui vc ui !4 ୯ޠͱจࣈΛಉ͡ॏཁ౓Ͱѻ͏
  3. Method w %ZOBNJDTVCXPSEJODPSQPSBUFEFNCFEEJOHNPEFM %4&  w %4&$#08 w %4&4( w

    ୯ޠʹ͸୯ޠͷॏΈ ͰɺTVCXPSEʹ͸ ͰॏΈ෇͚͢Δ hw i 1 − hw i !5
  4. Experiment w %BUBTFUT w 5SBJOJOHXPSEFNCFEEJOH8JLJQFEJBEBUBCBTFEVNQT w $IJOFTF &OHMJTI 'SFODI (FSNBO

    *UBMJBO 4QBOJTI w .PEFM w %4&$#08 %4&4(ʢఏҊख๏ʣ w $8& GBTU5FYU !7