Dynamic_Data_Selection_for_Neural_Machine_Translation.pdf

A3ea3bc5dde6ae2dd6eae71da9c418b0?s=47 MARUYAMA
March 28, 2019
0
53

 Dynamic_Data_Selection_for_Neural_Machine_Translation.pdf

A3ea3bc5dde6ae2dd6eae71da9c418b0?s=128

MARUYAMA

March 28, 2019
Tweet

More Decks by MARUYAMA

See All by MARUYAMA
A3ea3bc5dde6ae2dd6eae71da9c418b0?s=48 tmaru0204
0
46
A3ea3bc5dde6ae2dd6eae71da9c418b0?s=48 tmaru0204
0
40
A3ea3bc5dde6ae2dd6eae71da9c418b0?s=48 tmaru0204
0
49
A3ea3bc5dde6ae2dd6eae71da9c418b0?s=48 tmaru0204
0
46
A3ea3bc5dde6ae2dd6eae71da9c418b0?s=48 tmaru0204
0
49
A3ea3bc5dde6ae2dd6eae71da9c418b0?s=48 tmaru0204
0
36
A3ea3bc5dde6ae2dd6eae71da9c418b0?s=48 tmaru0204
0
52
A3ea3bc5dde6ae2dd6eae71da9c418b0?s=48 tmaru0204
0
45
A3ea3bc5dde6ae2dd6eae71da9c418b0?s=48 tmaru0204
0
33

Featured

See All Featured
0c6fd6a08d0f898159cda7cafcacf07f?s=48 afnizarnur
175
14k
A9179349dd2bdc67f377719f56d85656?s=48 garrettdimon
285
110k
Eb8975af8e49e19e3dd6b6b84a542e26?s=48 qrush
283
18k
Af6a12710770ad9a7cfd08c97efd40d3?s=48 pedronauck
649
110k
016edace78ffe826f2348d1e0c504afd?s=48 maggiecrowley
5
300
32de0bd2ba869609d26fd052a4622778?s=48 cromwellryan
101
5.8k
1519587b1a0febb658c36c94f6272b0d?s=48 roundedbygravity
241
20k
E4f5d494ebdc9e7cce1aecf3ce3e8bc1?s=48 shpigford
165
18k
5f2da528927a2ec9ba4fec2069cbc958?s=48 kneath
293
39k
A60068bce2e73de3a37ca9d2dbe36092?s=48 bryan
100
11k
7653c7c449918ff6542880a8c284f5e7?s=48 jponch
101
4.8k
6804f1775cb4babfcc3851298566fbce?s=48 tanoku
257
24k

Transcript

  1. %ZOBNJD%BUB4FMFDUJPO GPS/FVSBM.BDIJOF5SBOTMBUJPO .BSMJFTWBOEFS8FFT "SJBOOB#JTB[[B $ISJTUPG.PO[&/.-1 QBHFTr -JUFSBUVSFSFWJFX /BHBPLB6OJWFSTJUZPG5FDIOPMPHZ5BLVNJ.BSVZBNB

  2. "CTUSBDU ⾣ֶश࣌ؒΛ࡟ݮͭͭ͠ɺੑೳΛվળ ⾣/.5ͷֶशதʹɺಈతʹֶशσʔλΛมԽͤ͞Δख๏ΛఏҊ ⾣طଘͷσʔλબ୒ख๏Λ/.5ʹదԠ͠ɺޮՌΛݕূ ˠ1#.5ʹ͸ޮՌత͕ͩɺ/.5ʹ͓͍ͯ͸͋·ΓޮՌ͕ͳ͍

  3. *OUSPEVDUJPO ⾣ͭͷ࣮ݧ ɾطଘͷσʔλબ୒ख๏ 4UBUJD%BUB4FMFDUJPO ɾ/.5ʹ߹Θͤͨσʔλબ୒ख๏ %ZOBNJD%BUB4FMFDUJPO 4BNQMJOH (SBEVBMpOFUVOJOH

  4. 4UBUJD%BUB4FMFDUJPO ɾ(FOFSBM ɾ*OEPNBJO ςετσʔλͱಉ͡υϝΠϯͷσʔλ ⾣छྨͷݴޠϞσϧΛߏங *OEPNBJO (FOFSBM 4PVSDFTJEF 5BSHFUTJEF º

    ⾣ͭͷίʔύεΛར༻

  5. 4UBUJD%BUB4FMFDUJPO $ίʔύε I*OEPNBJO G(FOFSBM  Cݴޠ fTPVSDFTJEF eUBSHFUTJEF  ⾣֤ݴޠϞσϧΛ༻͍ͯɺDSPTTFOUSPQZEJ⒎FSFODF

    $&% Λܭࢉ શֶशσʔλΛ$&%ॱʹιʔτͯ͠ɺ্ҐOจରΛֶशʹར༻

  6. %ZOBNJD%BUB4FMFDUJPO ⾣4BNQMJOH $&%ʹج͍ͮͨॏΈ෇͖αϯϓϦϯά ςετσʔλͱؔ࿈ͷ͋Δσʔλ͸બ͹Ε΍͍͢

  7. %ZOBNJD%BUB4FMFDUJPO ⾣(SBEVBMpOFUVOJOH FQPDI਺ΛॏͶΔ౓ʹɺؔ࿈ͷ௿͍σʔλΛֶशσʔλ͔Βআ֎

  8. %ZOBNJD%BUB4FMFDUJPO ⾣(SBEVBMpOFUVOJOH iFQPDI໨ͷσʔλαΠζn(i) ЋSFMBUJWFTUBSUTJ[F 㱡Ћ㱡 cGcUSBJOJOHEBUBTJ[F ЌSFUFOUJPOSBUF 㱡Ќ㱡 Б/VNCFSPGDPOTFDVUJWFFQPDI TFMFDUFETVCTFUJTVTFE

    Б㱢

  9. &YQFSJNFOUTFUUJOH ⾣(FSNBOˠ&OHMJTI ⾣.BDIJOF5SBOTMBUJPO4ZTUFNT ɾ/.5&ODPEFSEFDPEFSNPEFMXJUIHMPCBMBUUFOUJPO ɾ1#.5.PTFT

  10. &YQFSJNFOUTFUUJOH ⾣%BUBTFU ɾ&.&"NFEJDBMHVJEFMJOFT ɾ.PWJFEJBMPHVFT ɾ5&%UBMLT ɾ8.5OFXT ֶश։ൃσʔλʹ͸.JY  ධՁʹ͸֤ධՁηοτΛར༻

  11. 3FTVMU ⾣4UBUJDEBUBTFMFDUJPOGPS1#.5BOE/.5 JOEPNBJOͷσʔλͷΈ ˒  4UBUJDEBUBTFMFDUJPO ˔  JOEPNBJOͷσʔλͷΈ ˒

     4UBUJDEBUBTFMFDUJPO ˔  1#.5 /.5

  12. 3FTVMU ⾣%ZOBNJDEBUBTFMFDUJPOGPS/.5 ಉֶ͡श࣌ؒʹ͓͍ͯɺ TUBUJDTFMFDUJPOΑΓྑ͍݁Ռ 8.5OFXTΛআ͘σʔλͰ͸ɺ TUBUJDTFMFDUJPOͷ࠷ऴ݁ՌΑΓ ߴ͍είΞ

  13. 3FTVMU ⾣%ZOBNJDEBUBTFMFDUJPOGPS/.5

  14. $PODMVTJPO ⾣ֶश࣌ؒΛ࡟ݮͭͭ͠ɺੑೳΛվળ ⾣/.5ͷֶशதʹɺಈతʹֶशσʔλΛมԽͤ͞Δख๏ΛఏҊ ⾣طଘͷσʔλબ୒ख๏Λ/.5ʹదԠ͠ɺޮՌΛݕূ ˠ1#.5ʹ͸ޮՌత͕ͩɺ/.5ʹ͓͍ͯ͸͋·ΓޮՌ͕ͳ͍