Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Dynamic_Data_Selection_for_Neural_Machine_Trans...

Sponsored · Your Podcast. Everywhere. Effortlessly. Share. Educate. Inspire. Entertain. You do you. We'll handle the rest. →
Avatar for MARUYAMA MARUYAMA
March 28, 2019
130
0

 Dynamic_Data_Selection_for_Neural_Machine_Translation.pdf

Avatar for MARUYAMA

MARUYAMA

March 28, 2019

More Decks by MARUYAMA

See All by MARUYAMA
vampire.pdf
Avatar for MARUYAMA tmaru0204
0
200
Misspelling_Oblivious_Word_Embedding.pdf
Avatar for MARUYAMA tmaru0204
0
210
Simple_Unsupervised_Summarization_by_Contextual_Matching.pdf
Avatar for MARUYAMA tmaru0204
0
200
Controlling_Text_Complexity_in_Neural_Machine_Translation.pdf
Avatar for MARUYAMA tmaru0204
0
180
20191028_literature-review.pdf
Avatar for MARUYAMA tmaru0204
0
160
Hint-Based_Training_for_Non-Autoregressive_Machine_Translation.pdf
Avatar for MARUYAMA tmaru0204
0
150
Soft_Contextual_Data_Augmentation_for_Neural_Machine_Translation_.pdf
Avatar for MARUYAMA tmaru0204
0
180
An_Embarrassingly_Simple_Approach_for_Transfer_Learning_from_Pretrained_Language_Models_.pdf
Avatar for MARUYAMA tmaru0204
0
170
Addressing_Trobulesome_Words_in_Neural_Machine_Translation.pdf
Avatar for MARUYAMA tmaru0204
0
180

Featured

See All Featured
Darren the Foodie - Storyboard
Avatar for Kevinho.art khoart
PRO
3
3.5k
Organizational Design Perspectives: An Ontology of Organizational Design Elements
Avatar for Dr. Kim W Petersen kimpetersen
PRO
1
780
Fireside Chat
Avatar for paigeccino paigeccino
42
4k
Raft: Consensus for Rubyists
Avatar for Patrick Van Stee vanstee
141
7.6k
Documentation Writing (for coders)
Avatar for Carmen Chung carmenintech
77
5.4k
sira's awesome portfolio website redesign presentation
Avatar for ElsiraPls elsirapls
0
310
A Soul's Torment
Avatar for Nat Ma seathinner
6
3.1k
Getting science done with accelerated Python computing platforms
Avatar for Jacob Tomlinson jacobtomlinson
2
360
The untapped power of vector embeddings
Avatar for Frank van Dijk frankvandijk
2
1.8k
Navigating the moral maze — ethical principles for Al-driven product design
Avatar for Skipper Chong Warson skipperchong
2
430
Building AI with AI
Avatar for Ines Montani inesmontani
PRO
1
1.1k
The #1 spot is gone: here's how to win anyway
Avatar for Tamara Novitovic tamaranovitovic
3
1.1k

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