Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Collaborations based on Linguistic Data/TGSW2017
Search
j.harashima
September 27, 2017
1
3.5k
Collaborations based on Linguistic Data/TGSW2017
j.harashima
September 27, 2017
Tweet
Share
More Decks by j.harashima
See All by j.harashima
日本語レシピデータセットの継続的な構築と複合的な利用/JED2022
junharashima
0
10k
自然言語処理の基礎と応用 〜 料理と医療を題材として 〜 /JADI2021
junharashima
0
4.2k
企業での研究開発の楽しさと苦労/WAP-Tech-Talk
junharashima
1
9.9k
クックパッドにおける研究開発/HCG2020
junharashima
0
3.5k
Calorie Estimation in a Real-World Recipe Service/iaai-20
junharashima
0
13k
クックパッドと機械学習(短縮版)/MLTBP
junharashima
0
8.1k
クックパッドと NLP/CV/nlpaper-challenge
junharashima
0
82
AI 部門の実戦投入/repro-tech-meetup
junharashima
0
3.5k
クックパッドと機械学習/uec-aix-seminar
junharashima
0
10k
Featured
See All Featured
Performance Is Good for Brains [We Love Speed 2024]
tammyeverts
7
550
Building Better People: How to give real-time feedback that sticks.
wjessup
366
19k
Adopting Sorbet at Scale
ufuk
74
9.1k
A Modern Web Designer's Workflow
chriscoyier
693
190k
Making the Leap to Tech Lead
cromwellryan
133
9k
Into the Great Unknown - MozCon
thekraken
34
1.6k
The Web Performance Landscape in 2024 [PerfNow 2024]
tammyeverts
3
340
How to Think Like a Performance Engineer
csswizardry
22
1.3k
Intergalactic Javascript Robots from Outer Space
tanoku
270
27k
Designing for Performance
lara
604
68k
What's in a price? How to price your products and services
michaelherold
244
12k
Keith and Marios Guide to Fast Websites
keithpitt
410
22k
Transcript
$PMMBCPSBUJPOTCBTFEPO-JOHVJTUJD%BUB $PPLQBE*OD+VO)BSBTIJNB
4FMG*OUSPEVDUJPO
"TTJHOFEUPB/-1-BCJO,ZPUP6OJW +PJO$PPLQBE*OD .PWFEUP3FTFBSDIBOE%FWFMPQNFOUEFQU 3FDFJWFE1I%JO*OGPSNBUJDT *OGPSNBUJPOSFUSJFWBM 4ZOPOZNTDPMMFDUJPO
4FBSDISFTVMUTTVNNBSJ[BUJPO 4FBSDISFTVMUTSFSBOLJOH +BQBOFTFTFOUFODFDPNQSFTTJPO 4FSWJDF%FWFMPQNFOUEFQU 3FDJQFQSPDFTTJOH 3FDJQFDPSQVTDPOTUSVDUJPO 3FDJQFUSBOTMBUJPO *NBHFEBUBTFUDPOTUSVDUJPO *OHSFEJFOUSFDPHOJUJPO +VO)BSBTIJNB
$PPLQBE 5IFMBSHFTUSFDJQFTFSWJDFJOUIFXPSME XIFSFVTFSTDBOVQMPBEBOETFBSDISFDJQFT
3FDJQF4FBSDI 5JNFPSEFS 1PQVMBSJUZPSEFS
."6 ."6 (MPCBM %"6 .JMMJPO PWFS.JMMJPO BCPVU.JMMJPO "TPG+VOF PWFS.JMMJPO PG3FDJQFT
4BMFT 1SFNJVNTFSWJDF "EWFSUJTFNFOU
-JOHVJTUJD%BUBJO$PPLQBE
5JUMF %FTDSJQUJPO *OHSFEJFOUT 4UFQT "EWJDFBOEQPJOUTUPOPUF )JTUPSZ 3FWJFXT FUD 3FDJQF
.FBM 5JUMF /PUIXPSUIZQPJOUT $PPLJOHUJNF "EWJDF .BJOEJTIFT 4JEFEJTIFT 7PUFT $BUFHPSJFT FUD
2VFSZ
2VFSZ
/-1JO$PPLQBE
/-15BTLT 3FDJQF"OBMZTJT 4ZOPOZN3FDPHOJUJPO 3FDJQF$MBTTJ fi DBUJPO 3FDJQF5SBOTMBUJPO *OHSFEJFOU/PSNBMJ[BUJPO
3FDJQF"OBMZTJT "OBMZ[FUFYUTJOFBDISFDJQFGPSJOEFYJOH ͷ ʹΜʹ͘ ে༉ OPVO OPVO QBSUJDMF OPVO c
c c c ಲ ম͖ WFSC .PSQIPMPHJDBM "OBMZTJT QPSLXJUIHBSMJDTPZTBVDF ಲͷʹΜʹ͘ে༉ম͖ QPSL (&/ HBSMJD TPZTBVDF GSZ
FDIPΑͩΕܲcNFDBC0XBLBUJ ΑͩΕܲ FDIPΑͩΕܲcNFDBC0XBLBUJVDPPLQBEEJD ΑͩΕܲ 70$ XIP DIJLFO DIJLFOJOTQJDZTBVDF %JDUJPOBSZ.BJOUFOBODF NBOVBMMZ
4ZOPOZN3FDPHOJUJPO 4IPXUIFTBNFTFBSDISFTVMUTGPSTZOPOZNT ͋͞͝Μ CSFBLGBTU CSFBLGBTU CSFBLGBTU ே͝൧ ே৯
%JDUJPOBSZ.BJOUFOBODF NBOVBMMZ CSFBLGBTU CSFBLGBTU CSFBLGBTU CSFBLGBTU CSFBLGBTU CSFBLGBTU CSFBLGBTU CSFBLGBTU
TZOPOZN IZQFSOZN IZQPOZN
3FDJQF$MBTTJ fi DBUJPO $MBTTJGZCPPLNBSLFESFDJQFTJOUPDBUFHPSJFT VTJOHNBDIJOFMFBSOJOH 'PSFYBNQMF DMJDL͓՛ࢠ TXFFUT
5SBJOJOH1SPDFTT DMBTTJ fi FS3FDJQF$MBTT fi FSOFX lNFBUz "$$&15"#-&@13&$*4*0/ DMBTTJ
fi FSUSBJO QPTJUJWF@SFDJQFT OFHBUJWF@SFDJQFT DMBTT3FDJQF$MBTTJ fi FS EFGUSBJO QPTJUJWF@SFDJQFT OFHBUJWF@SFDJQFT ʜ TBWFBNPEFMXJUIBDDFQUBCMFQFSGPSNBODF NPEFMTBWF QBUI JGBDDFQUBCMF NPEFM FOE FOE &NQMPZSFDJQFTUBHHFECZ VTFSTBTQPTJUJWFFYBNQMFT
5SBOTMBUF+BQBOFTFSFDJQFTJOUP&OHMJTI VTJOHOFVSBMNBDIJOFUSBOTMBUJPO /.5 3FDJQF5SBOTMBUJPO /.5 OPUGPSTFSWJDF
#BIEBOBVFUBM 5SBJOJOHEBUB "QQSPY DPNQBSBCMFSFDJQFT .PEFM "UUFOUJPO.PEFM 1ZUIPOX$IBJOFS &YBNQMF ֖·ͨΞϧϛϗΠϧͰམͱ֖͠Λͯ͠தՐͰৠ͠ম͖ʹ
͠·͢ɻ ɹɹɹɹɹɹɹɹɹɹɹɹɹˣ ɹDPWFSXJUIBMJEPSBMVNJOVNGPJM BOETUFBNUIF ɹDIJDLFOPONFEJVNIFBU 4BUPFUBM
*OHSFEJFOU/PSNBMJ[BUJPO /PSNBMJ[FJOHSFEJFOUTXSJUUFOCZVTFST JOUPDBOPOJDBMGPSNTJO$PPLQBE ˒ΈΓΜ ૈ൨͖ࠇމᑦ ͠ʢ͓ΈͰʣ ΈΓΜ ͋Βͼ͖ࠇ͜͠ΐ͏ ͠ %FMFUFTZNCPMT
˒TXFFUTBLF TXFFUTBLF DPBSTFMZHSPVOE CMBDLQFQQFS CFBOTQSPVUT PQUJPOBM DPBSTFMZHSPVOE CMBDLQFQQFS CFBOTQSPVUT %FMFUFQBSFOUIFTJT 3FDPHOJ[FWBSJBOUT
$IBSBDUFSCBTFE&ODPEFS%FDPEFS 5SBJOJOHEBUB "QQSPY QBJST JOHSFEJFOUTBOEUIFJSDBOPOJDBMGPSNT .PEFM &ODPEFS%FDPEFS XBUUFOUJPO
&YBNQMFT TVDDFTT ˑ࠭ ˑTVHFS ˠ࠭ TVHFS ͠ΐ͏༉ TPZTBVDF ˠ͠ΐ͏Ώ TPZTBVDF &YBNQMFT GBJMVSF όλʔʢτʔετ༻ͰेʣˠόλʔΫʢόλʔ͕ਖ਼ղʣ Γ͝൧ˠ൧ʢ͝൧͕ਖ਼ղʣ ਫ਼ #BTFMJOF ೖྗΛͦͷ··ग़ྗ #BTFMJOF ਖ਼نදݱͰਖ਼نԽ &ODPEFS%FDPEFS
$PMMBCPSBUJPOXJUI"DBEFNJD
$PSQVT3FMFBTF 1VCMJTIFENJMMJPOSFDJQFTBOEUIPVTBOETNFBMT GPSSFTFBSDIQVSQPTFT
#FGPSF 'FW VOJWMBCT "GUFS 4FQʣ VOJWMBCT PG6TFST -BCPSBUPSJFT
#UP#4FSWJDFJTBMTPBWBJMBCMF
2VFSZ
8"5
$PNQBSBCMF$PSQVT
5IFTU"*$IBMMFOHF$POUFTU
PG1BSUJDJQBOUT 0CKFDUEFUFDUJPO $MBTTJ fi DBUJPO
*NBHF%BUBTFU
'VUVSF8PSLT
5PQSPNPUFDPMMBCPSBUJPOT ,OPXFBDIPUIFS 3FTFBSDIFSTJOVOJWFSTJUJFTOFFEUPXSJUFQBQFST 3FTFBSDIFSTJODPNQBOJFTOFFEUPEFWFMPQTFSWJDFT $PODFTTJPOT -FHBMJTTVFT 'VOET &YDIBOHFT "DBEFNJB*OEVTUSZ TUVEFOUTBOESFTFBSDIFST
*OEVTUSZ"DBEFNJB SFTFBSDIFSTBOEFOHJOFFST
$PODMVTJPO
$PMMBCPSBUJPOTCBTFEPO-JOHVJTUJD%BUB $PPLQBE 5IFMBSHFTUSFDJQFTFSWJDFJOUIFXPSME -BSHFBNPVOUPGMJOHVJTUJDEBUB SFDJQFT RVFSJFT /-1JO$PPLQBE 3FDJQFBOBMZTJT TZOPOZNSFDPHOJUJPO
4FSWJDFTCBTFEPOUIFMJOHVJTUJDEBUB DMBTTJ fi DBUJPO OPSNBMJ[BUJPO $PMMBCPSBUJPOXJUIBDBEFNJD $PSQVTSFMFBTF GSFFBDDPVOU DPNQFUJUJPOT 'VUVSF8PSLT ,OPXFBDIPUIFS DPODFTTJPOT FYDIBOHFT ʜ 0QJOJPOXBOUFE