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文献紹介: 単語アライメントを用いた英日機械翻訳文の流暢さの自動評価
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Yumeto Inaoka
May 19, 2017
Technology
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190
文献紹介: 単語アライメントを用いた英日機械翻訳文の流暢さの自動評価
2017/05/19の文献紹介で発表
Yumeto Inaoka
May 19, 2017
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Transcript
୯ޠΞϥΠϝϯτΛ༻͍ͨ ӳػց༁จͷྲྀெ͞ͷࣗಈධՁ จݙհ ࣗવݴޠॲཧݚڀࣨɹҴԬເਓ ٢ݟؽ খ୩ࠀଇ ݟؽ ࠤా͍ͪࢠ
Ҫࠤݪۉ ࣗવݴޠॲཧ 7PM /P QQ
֓ཁ ˗ ػց༁γεςϜ ࣙॻ نଇ ͷྲྀெ͞ΛࣗಈධՁ ૉੑͱͯ͠୯ޠΞϥΠϝϯτΛ༻ ࣗಈධՁ࣌ʹࢀর༁͕ෆཁ
˗ γεςϜ༁ͷಛੳ γεςϜ༁ʹಛతͳૉੑΛ؍ ػց༁γεςϜͷ࣭Λվળ
ػց༁γεςϜͷධՁ ˗ ద͞ ݪจʹΑͬͯಡऀʹΘΔใͷ͏ͪ Ͳͷఔ͕༁จʹΑͬͯΘΔ͔ ˗ ྲྀெ͞ ༁จ͕తݴޠͷจͱͯ͠Ͳͷఔྲྀெ͔ ݪจͱಠཱʹଌΔ
ྲྀெ͞ԼͷཁҼ ˗ ෆࣗવͳஞޠ༁ ஞޠ༁Λ͖͢Ͱͳ͍߹ʹ͓͚Δஞޠ༁ γεςϜ༁ʹଟ͘ൃੜ ˗ ஞޠ༁ͷҧ͍ʹΑΔγεςϜ༁ͷྲྀெ͞ΛධՁ
ෆࣗવͳஞޠ༁ ˗ &ݪจɹ)ਓؒ༁ɹ.YγεςϜ༁ ˗ NBLFͷஞޠ༁͕ҟͳΔ
ෆࣗવͳஞޠ༁ ˗ IF JUͷஞޠ༁͕ҟͳΔ
࣮ݧ ˗ ϩΠλʔӳର༁ίʔύε ˗ Ұ෦ΛਓखධՁʢྲྀெ͞ɺద͞ʣ ˗ ࢢൢͷػց༁γεςϜͭΛ༻ ˗ αϙʔτϕΫλϚγϯʹΑΔਓख༁ͱ ػց༁ͷࣝผ
ਓखධՁͷ݁Ռ ˗ ྲྀெ্͕͞ॏཁͳ՝ͱݴ͑Δ
୯ޠରͷग़ݱස ˗ γεςϜ༁୯ޠରԠ͕͖͍͢
ࣝผਖ਼ղ ˗ ఏҊख๏ͰγεςϜ༁͔൱͔Λࣝผ ˗ ະରԠ୯ޠͷํ͕ࣝผʹ༗ޮ
ࣄྫͷࣝผਖ਼ղͷӨڹ ˗ ఔͷਓؒ༁ʹ͓͍ͯҎ্
˗ ະରԠ୯ޠΛ༻͍ͨ߹ɺྲྀெ͞ʹΑΔ ਖ਼ղͷมԽͳ͠ ྲྀெ͞ͱࣝผਖ਼ղͷؔ
ྲྀெ͞ͱࣝผਖ਼ղͷؔ ˗ ྲྀெ͕͞ߴ͍΄Ͳࣝผਖ਼ղԼ ˠࣝผਖ਼ղΛྲྀெ͞ͷईͱͯ͠ར༻Ͱ͖Δ ɹ͜ͱΛࣔࠦ
ࣝผʹ͓͚ΔॏΈ
γεςϜ༁ͷಛੳ ˗ ಄ࣙʮಉʯ͕ਓؒ༁ʹؚ·ΕΔ ˗ ӳޠͰͷ໊ࢺΛຊޠͰଞͷදݱͱͯ͠ ༁Ͱ͖ΔΑ͏ʹ͢Δ͜ͱ͕ॏཁ
·ͱΊ ˗ γεςϜ༁ͷྲྀெ͞ΛࣗಈධՁ͢Δख๏ΛఏҊ ˗ ୯ޠΞϥΠϝϯτͰྲྀெ͞ͷҧ͍Λัଊ ˗ ఏҊख๏ʹΑΓࣗಈධՁΛࢧԉͰ͖Δ͜ͱΛࣔࠦ ˗ จϨϕϧͰͷಛੳ͕Մೳ