文献紹介: Pre-Translation for Neural Machine Translation

2017/06/21の文献紹介で発表

Transcript

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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