Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
クックパッドと自然言語処理/cookpad-and-nlp
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
j.harashima
February 20, 2017
26k
4
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
クックパッドと自然言語処理/cookpad-and-nlp
j.harashima
February 20, 2017
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
1
15k
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
5.9k
企業での研究開発の楽しさと苦労/WAP-Tech-Talk
junharashima
1
12k
クックパッドにおける研究開発/HCG2020
junharashima
0
5.2k
Calorie Estimation in a Real-World Recipe Service/iaai-20
junharashima
0
16k
クックパッドと機械学習(短縮版)/MLTBP
junharashima
0
11k
クックパッドと NLP/CV/nlpaper-challenge
junharashima
0
160
AI 部門の実戦投入/repro-tech-meetup
junharashima
0
5.2k
クックパッドと機械学習/uec-aix-seminar
junharashima
0
13k
Featured
See All Featured
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
47
8.4k
Dominate Local Search Results - an insider guide to GBP, reviews, and Local SEO
greggifford
PRO
0
390
実際に使うSQLの書き方 徹底解説 / pgcon21j-tutorial
soudai
PRO
203
77k
The MySQL Ecosystem @ GitHub 2015
samlambert
251
13k
Context Engineering - Making Every Token Count
addyosmani
9
1.3k
What Being in a Rock Band Can Teach Us About Real World SEO
427marketing
0
1.1k
Kristin Tynski - Automating Marketing Tasks With AI
techseoconnect
PRO
0
570
Fashionably flexible responsive web design (full day workshop)
malarkey
409
67k
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
50
10k
Balancing Empowerment & Direction
lara
6
1.4k
Noah Learner - AI + Me: how we built a GSC Bulk Export data pipeline
techseoconnect
PRO
0
470
Evolution of real-time – Irina Nazarova, EuRuKo, 2024
irinanazarova
9
1.6k
Transcript
ΫοΫύουͱࣗવݴޠॲཧ ΫοΫύουגࣜձࣾݪౡ७
݄ ݄ ژେֶݴޠϝσΟΞݚڀࣨଐ ΫοΫύουೖࣾ ݪౡ७ ݄ ৽ઃͷݚڀ։ൃ෦ʹҟಈ ത࢜ʢใֶʣऔಘ ݄ ࣗવݴޠॲཧͷݚڀ
ɾಉٛදݱͷ֫ಘʢ*+$/-1ʣ ɾݕࡧ݁Ռͷཁʢ/-1*9ʣ ɾݕࡧ݁ՌͷϦϥϯΩϯάʢ*+$/-1ʣ ɾຊޠจͷѹॖʢ$0-*/(ʣ αʔϏε։ൃ෦ ࣗવݴޠॲཧͱը૾ೝࣝͷݚڀɾ։ൃ ɾϨγϐίʔύεͷߏஙʢ-3&$ʣ ɾϨγϐͷ༁ʢ8"5ʣ
ΫοΫύου Πϯλʔωοτ্ͰϨγϐͷߘɾݕࡧ͕Ͱ͖Δ ຊ࠷େͷྉཧϨγϐαʔϏε
ɾλΠτϧ ɾ֓ཁ ɾࡐྉ ɾखॱ ɾίπɾϙΠϯτ ɾ͜ͷϨγϐͷੜཱ͍ͪ ɾͭ͘ΕΆ ɾ ߘϨγϐ
ݕࡧ݁Ռ ৽ணॱ ਓؾॱ
݄࣍ར༻ऀ ݄࣍ར༻ऀʢւ֎ʣ ࣍ར༻ऀ ສਓ ສਓ Ϩγϐ ສ ສਓ
ΫοΫύουͱࣗવݴޠॲཧ
Ͳ͜Ͱʁ ɾϨγϐͷղੳ ɾಉٛදݱͷೝࣝ ɾϨγϐͷྨ ɾϨγϐͷ༁ ɾͦͷଞ
Ϩγϐͷղੳ ϨγϐΛΠϯσΩγϯά͢ΔͨΊɺϨγϐதͷ֤ςΩετΛղੳ ಲͷʹΜʹ͘ে༉ম͖ ͷ ʹΜʹ͘ ে༉ ໊ࢺ ໊ࢺ ॿࢺ ໊ࢺ
c c c c ಲ ম͖ ಈࢺ ܗଶૉղੳ
ܗଶૉղੳ༻ࣙॻͷ֦ு FDIPΑͩΕܲcNFDBC0XBLBUJ ΑͩΕܲ FDIPΑͩΕܲcNFDBC0XBLBUJVDPPLQBEEJD ΑͩΕܲ ʢ˞ਓखʣ
Ͳ͜Ͱʁ ɾϨγϐͷղੳ ɾಉٛදݱͷೝࣝ ɾϨγϐͷྨ ɾϨγϐͷ༁ ɾͦͷଞ
ಉٛදݱͷೝࣝ ΠϯσΩγϯάͷࡍʹಉٛදݱΛٵऩ
ಉٛදݱೝࣝ༻ࣙॻͷߏஙʢ˞ਓखʣ
Ͳ͜Ͱʁ ɾϨγϐͷղੳ ɾಉٛදݱͷೝࣝ ɾϨγϐͷྨ ɾϨγϐͷ༁ ɾͦͷଞ
Ϩγϐͷྨ Ϣʔβ͕ϒοΫϚʔΫͨ͠ϨγϐΛ47.Ͱྨ ྫ͑ɺʮ͓՛ࢠʯΛ ΫϦοΫ͢Δͱʜ
ྨثͷ࣮ DMBTTJpFS3FDJQF$MBTTpFSOFX lNFBUz "$$&15"#-&@13&$*4*0/ DMBTTJpFSUSBJO QPTJUJWF@SFDJQFT OFHBUJWF@SFDJQFT DMBTT3FDJQF$MBTTJpFS
EFGUSBJO QPTJUJWF@SFDJQFT OFHBUJWF@SFDJQFT ʜ "$$&15"#-&@13&$*4*0/ΛຬͨͤTBWF NPEFMTBWF QBUI JGBDDFQUBCMF NPEFM FOE FOE ϢʔβͷਪનϨγϐΛ ਖ਼ղσʔλͱͯ͠ར༻
Ͳ͜Ͱʁ ɾϨγϐͷղੳ ɾಉٛදݱͷೝࣝ ɾϨγϐͷྨ ɾϨγϐͷ༁ ɾͦͷଞ
ຊޠͷϨγϐΛχϡʔϥϧ.5Ͱӳޠʹ༁ ݚ ڀ ஈ ֊ Ϩγϐͷ༁ ػց༁
"UUFOUJPO.PEFM #BIEBOBVFUBM ֶशσʔλ ɾ Ϩγϐͷର༁ ࣮ ɾ1ZUIPOX$IBJOFS ༁ྫ ɾ֖·ͨΞϧϛϗΠϧͰམͱ֖͠Λͯ͠தՐͰৠ͠ম͖ʹ ɹ͠·͢ɻ
ɹɹɹɹɹɹɹɹɹɹɹɹɹˣ ɹDPWFSXJUIBMJEPSBMVNJOVNGPJM BOETUFBNUIF ɹDIJDLFOPONFEJVNIFBU
Ͳ͜Ͱʁ ɾϨγϐͷղੳ ɾಉٛදݱͷೝࣝ ɾϨγϐͷྨ ɾϨγϐͷ༁ ɾͦͷଞ
ສͷϨγϐͱͦΕΒ͔ΒͳΔݙཱʹؔ͢Δσʔλ ɾλΠτϧ ɾ֓ཁ ɾखॱ ɾͭ͘ΕΆ ɾΧςΰϦ ɾʜ Ϩγϐίʔύεͷެ։
ݚڀͷ͕Γ ެ։લʢʙ݄ʣ େֶݚڀࣨ ެ։ޙʢ݄ʣ େֶݚڀࣨ
ࠓޙͷ՝
ࠓޙͷ՝ ɾܗଶૉղੳͷਫ਼্ ɹɾݱঢ়͕Ͳͷఔͷਫ਼ͳͷ͔͕ʢ͋·Γʣ͔͍ͬͯͳ͍ ɹɾςετηοτΛͪΌΜͱߏஙͯ͠ɺண࣮ʹਫ਼Λ্͍ͤͨ͞ ɾಉٛදݱͷࣗಈ֫ಘ ɹɾڈ͔Βւ֎ల։ΛՃˠࠃ͝ͱʹࣙॻΛߏங͢ΔͷͩΔ͍ʜ ɹɾΫΤϦϨγϐ͔ΒಉٛදݱΛࣗಈͰ֫ಘ͍ͨ͠ ɾϨγϐͷཁ ɹɾʮجຊతͳϨγϐʢ͓͓·͔ͳϨγϐʣ͕Γ͍ͨʯͱ͍͏ཁ͕ଟ͍ ɹɾෳͷϨγϐΛཁ͢Δ͜ͱͰɺجຊతͳϨγϐΛ࡞͍ͨ͠
ɾରʹΑΔݕࡧʁ ɹɾ͏ͦ͏͍͏࣌ʁʢؾͷ͍ͤʁʣ
8F`SFIJSJOH ɾϦαʔναΠϯςΟετʢओʹݚڀ୲ʣ ɹɾαʔϏεʹಋೖ͞ΕΔػցֶशͷϩδοΫ෦ͷ࣮ ɹɾ*P5.3ʹͱͮ͘৽͍͠αʔϏεͷاը ɹɾ࠷৽ͷٕज़ͷΠϯϓοτͱΞτϓοτ ɾϦαʔνΤϯδχΞʢओʹ։ൃ୲ʣ ɹɾݚڀ։ൃج൫ΛޮԽ͢ΔͨΊͷ։ൃج൫ͷઃܭͱߏங ɹɾػցֶशΛར༻ͨ͠εέʔϥϒϧͳαʔϏεͷ։ൃͱӡ༻ ɹɾ"OESPJEJ04ʹ͓͚ΔϓϩτλΠϐϯά ͝ڵຯ͋ΔํͷΤϯτϦʔΛ͓͍ͪͯ͠·͢
IUUQTSFDSVJUDPPLQBEDPN