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Encoder-Decoder にもとづく材料名の正規化/ingredient-normali...

j.harashima
November 16, 2017
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Encoder-Decoder にもとづく材料名の正規化/ingredient-normalization-based-on-encoder-decoder

j.harashima

November 16, 2017
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  1. ೥݄ ೥݄ ژ౎େֶࠇڮɾՏݪݚڀࣨ഑ଐ ΫοΫύουೖࣾ ೥݄ ݚڀ։ൃ෦໳ʢ৽ઃʣ഑ଐ ത࢜ʢ৘ใֶʣऔಘ ೥݄ ৘ใݕࡧɾจॻཁ໿ ɾಉٛදݱͷ֫ಘʢ*+$/-1ʣ

    ɾݕࡧ݁Ռͷཁ໿ʢ/-1*9ʣ ɾݕࡧ݁ՌͷϦϥϯΩϯάʢ*+$/-1ʣ ɾ೔ຊޠจͷѹॖʢ$0-*/(ʣ αʔϏε։ൃ෦໳ ྉཧ৘ใॲཧ ɾϨγϐίʔύεͷߏஙʢ-3&$ʣ ɾϨγϐͷ຋༁ʢ8"5ʣ ɾϨγϐը૾σʔληοτͷߏஙʢ4*(*3ʣ ɾखॱը૾ͷղੳʢ$&"ʣ ݪౡ७
  2. ελοϑ͔Βཁ๬ଟ਺ ɾFHϨγϐͷΧϩϦʔܭࢉʹඞਢ ਖ਼نԽͷχʔζ ˑে༉ ˗ে༉ ͠ΐ͏Ώ ˎে༉ ˔͠ΐ͏Ώ ে༉ ˔͠ΐ͏ΏʢݮԘে༉͸ࣦഊ͞ΕΔํ΋ʣ

    ˓ে༉ɹ ɾে༉ ে༉ ˑ͠ΐ͏༉ ͓޷ΈͰ  ͓͠ΐ͏Ώ ͓ে༉ γϣ΢Ϣ ḛ༉ Φγϣ΢Ϣ Φে༉ γϣ΢༉ ਖ਼༉ ೱޱ͠ΐ͏Ώ ̋ে༉ ˒ে༉ ˑೱޱে༉ ˑ͠ΐ͏Ώ ʮ͠ΐ͏ΏʯͷόϦΤʔγϣϯ ˕͠ΐ͏Ώ ˔ে༉ ὑೱޱে༉ ˒͠ΐ͏Ώ ˓͠ΐ͏Ώ ˎ͠ΐ͏༉ ˕ে༉ ɹ˒ে༉ ˕ೱ͍ޱে༉ ᴹে༉ ͠ΐ͏༉ ʜ શ෦ʹΧϩϦʔΛొ࿥͢Δͷ͸ͪΐͬͱʜɻ શ෦ʮ͠ΐ͏Ώʯͬͯ෼͔Βͳ͍ͷʁ
  3. γεςϜͷશମ૾ BMMJOGP 13 NFSHF JNBHF JOHSFEJFOUJOGP UBSHFUOBNFT QVMM EPXOMPBE VQMPBE

    JOTUBMM DPQZ DPQZ JOTFSU TFMFDU JOTFSU ਖ਼ղσʔλऩू Ϟσϧ։ൃ όον࣮ߦ JOTFSU OPSNBMJ[BUJPOJOGP VOMPBE TFMFDU
  4. ݁Ռ ख๏ ਖ਼౴཰ #BTFMJOF"ʢมߋͳ͠ʣ  #BTFMJOF#ʢਖ਼نදݱʣ  &ODPEFS%FDPEFS  #BTFMJOF"

    ɾೖྗΛͦͷ··ग़ྗ #BTFMJOF# ɾਖ਼نදݱͰɺ๯಄ͷه߸ͱ຤ඌͷׅހදݱΛೖྗ͔Β࡟আ &ODPEFS%FDPEFS ɾઌఔ·Ͱઆ໌͍ͯͨ͠ख๏