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文献紹介: Pre-Translation for Neural Machine Translation

文献紹介: Pre-Translation for Neural Machine Translation

2017/06/21の文献紹介で発表

Yumeto Inaoka

June 21, 2017
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  1. 1SF5SBOTMBUJPOGPS

    /FVSBM.BDIJOF5SBOTMBUJPO
    จݙ঺հ

    ࣗવݴޠॲཧݚڀࣨɹҴԬເਓ
    +BO/JFIVFT &VOBI$IP 5IBOI-F)BBOE"MFY8BJCFM
    1SPDFFEJOHTPG$0-*/( QQ

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  2. ֓ཁ
    ˗ /.5͸࣌ʹશ͘ҟͳΔҙຯͷ຋༁Λੜ੒

    ˡ·Εͳ୯ޠ͕͋Δ৔߹ʹݦஶ
    ˗ 1#.5ʹΑΔࣄલ຋༁Ͱ໨తݴޠʹ຋༁

    ˡ্ه໰୊Λճආ
    ˗ /.5ʹೖྗจͱࣄલ຋༁ͷ݁ՌΛೖྗ

    ˠ#-&6είΞͷ޲্

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  3. /.5ͱ1#.5
    ˗ /.5

    ·Εͳ୯ޠͷ຋༁ʹࣦഊ

    ྲྀெͰจ๏తʹਖ਼͍͠຋༁Λੜ੒
    ˗ 1#.5

    ·Εͳ୯ޠͰ΋຋༁͕Մೳ

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  4. ύΠϓϥΠϯʹΑΔ݁߹
    ˗ 1#.5Ͱೖྗݴޠ͔Β໨తݴޠF`ʹ຋༁
    ˗ ্ͷग़ྗΛ/.5ͰΑΓྑ͍໨తจFʹ຋༁
    ˗ 1#.5͕/.5ͰϦΧόʔͰ͖ͳ͍ΤϥʔΛ

    Ҿ͖ى͜͢Մೳੑ

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  5. /.5΁ͷࠞ߹ೖྗ
    ˗ /.5ʹ1#.5ͷग़ྗͱݪจΛೖྗ
    ˗ 1#.5ͷग़ྗޠኮͱݪจͷޠኮͷॏෳΛ๷ࢭ
    ˗ ͦΕͧΕͷೖྗΛ࿈݁ DPODBUFOBUJPO


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  6. ࣮ݧ
    ˗ 8.5ͷӳಠχϡʔε຋༁λεΫͰ෼ੳ
    ˗ #-&6Ͱ຋༁඼࣭Λ෼ੳ
    ˗ ୯ޠͷස౓ʹԠͯ͡ύϑΥʔϚϯεΛ෼ੳ
    ˗ 1#.5ͷ຋༁඼࣭ʹΑΔӨڹΛ෼ੳ͢ΔͨΊ

    ϕʔεϥΠϯγεςϜͱߴ౓ͳϞσϧΛ࢖༻
    ˗ /.5͸ϞσϧͷγεςϜͱϞσϧͷ

    ΞϯαϯϒϧγεςϜΛ࢖༻

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  7. ࣮ݧ
    ˗ 1#.5

    5FSFTB)FSSNBOO +BO/JFIVFT BOE"MFY8BJCFM

    $PNCJOJOH8PSE3FPSEFSJOH.FUIPETPOEJ⒎FSFOU-JOHVJTUJD"CTUSBDUJPO
    -FWFMTGPS4UBUJTUJDBM.BDIJOF5SBOTMBUJPO

    *O1SPDFFEJOHTPGUIF4FWFOUI8PSLTIPQPO4ZOUBY 4FNBOUJDTBOE
    4USVDUVSFJO4UBUJTUJDBM5SBOTMBUJPO "MUBOUB (FPSHJB 64"
    ˗ /.5

    3JDP4FOOSJDI #BSSZ)BEEPX BOE"MFYBOESB#JSDI

    /FVSBMNBDIJOFUSBOTMBUJPOPGSBSFXPSETXJUITVCXPSEVOJUT

    *O1SPDFFEJOHTPGUIFUI"OOVBM.FFUJOHPGUIF"TTPDJBUJPOGPS
    $PNQVUBUJPOBM-JOHVJTUJDT "$- "VHVTU #FSMJO (FSNBOZ
    7PMVNF-POH1BQFST

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  8. ݁Ռ #-&6είΞ

    ˗ ύΠϓϥΠϯ͸/.5ΑΓੑೳ͕ྼΔ

    ˠ1#.5ͷΤϥʔΛճ෮Ͱ͖ͳ͍ͨΊ
    ˗ ࠞ߹Ͱ͸ੑೳ޲্

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  9. ݁Ռ ྫจ

    ˗ 1#.5Ͱ͸୯ޠͷ༁͸ਖ਼͍͕͠จ๏ʹΤϥʔ
    ˗ /.5͸୯ޠͷ༁ͰΤϥʔ
    ˗ ఏҊख๏Ͱ͸྆ํ͕վળ

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  10. ݁Ռ ྫจ

    ˗ ೖྗจʹ௿ස౓ޠSJPUؚ͕·ΕΔ
    ˗ 1#.5Ͱ͸ਖ਼͘͠"VGSVISʹ༁͞ΕΔ
    ˗ /.5͸ͦͷ··ग़ྗ
    ˗ ఏҊख๏Ͱਖ਼͘͠຋༁

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  11. ·ͱΊ
    ˗ 1#.5ͱ/.5Λ૊Έ߹Θͤͨख๏ΛఏҊ
    ˗ ྆ϞσϧΛ௚ྻͰ૊Έ߹Θͤͯ΋༏Εͨ຋༁͸
    ੜ੒Ͱ͖ͳ͍͕ೖྗΛࠞ߹͢ΔͱվળͰ͖Δ
    ˗ 1#.5ͷग़ྗͱݪจΛγϯϓϧʹ࿈݁
    DPODBUFOBUJPO
    ͢Δ͜ͱͰ඼࣭͕޲্
    ˗ ݸʑΛվળ͢Δ͜ͱͰγεςϜશମͷ

    ύϑΥʔϚϯε͕޲্

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