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
How to start studying NLP
Search
kabayan55
September 29, 2018
Programming
0
310
How to start studying NLP
以下のイベントでの発表資料です。
https://supporterzcolab.com/event/530/
kabayan55
September 29, 2018
Tweet
Share
More Decks by kabayan55
See All by kabayan55
My favorite tool 2019
kabayan55
2
1.6k
Escalators are Awesome
kabayan55
2
1.4k
How to start studying NLP 02
kabayan55
7
5.1k
Other Decks in Programming
See All in Programming
Realtime API 入門
riofujimon
0
150
受け取る人から提供する人になるということ
little_rubyist
0
230
ペアーズにおけるAmazon Bedrockを⽤いた障害対応⽀援 ⽣成AIツールの導⼊事例 @ 20241115配信AWSウェビナー登壇
fukubaka0825
6
1.9k
Ethereum_.pdf
nekomatu
0
460
ヤプリ新卒SREの オンボーディング
masaki12
0
130
카카오페이는 어떻게 수천만 결제를 처리할까? 우아한 결제 분산락 노하우
kakao
PRO
0
110
Outline View in SwiftUI
1024jp
1
330
Compose 1.7のTextFieldはPOBox Plusで日本語変換できない
tomoya0x00
0
190
RubyLSPのマルチバイト文字対応
notfounds
0
120
ふかぼれ!CSSセレクターモジュール / Fukabore! CSS Selectors Module
petamoriken
0
150
Macとオーディオ再生 2024/11/02
yusukeito
0
370
初めてDefinitelyTypedにPRを出した話
syumai
0
410
Featured
See All Featured
Why You Should Never Use an ORM
jnunemaker
PRO
54
9.1k
We Have a Design System, Now What?
morganepeng
50
7.2k
Put a Button on it: Removing Barriers to Going Fast.
kastner
59
3.5k
Optimizing for Happiness
mojombo
376
70k
The Cult of Friendly URLs
andyhume
78
6k
Designing Dashboards & Data Visualisations in Web Apps
destraynor
229
52k
The Power of CSS Pseudo Elements
geoffreycrofte
73
5.3k
Building a Scalable Design System with Sketch
lauravandoore
459
33k
VelocityConf: Rendering Performance Case Studies
addyosmani
325
24k
A better future with KSS
kneath
238
17k
Rebuilding a faster, lazier Slack
samanthasiow
79
8.7k
[RailsConf 2023] Rails as a piece of cake
palkan
52
4.9k
Transcript
ʲॳ৺ऀ͚ʳ ɹ͡ΊͯΈΑ͏ʂࣗવݴޠॲཧ ɹɹࣗવݴޠॲཧͷੈքɺΑ͏ͦ͜ αϙʔλʔζ$P-BCษڧձ ݄ LBCBZBO
LBCBZBO େֶɾେֶӃͷݚڀͰࣗવݴޠॲཧΛ ༻͍͍ͯͨ 8FCܥاۀ৽ଔ σʔλαΠΤϯεΤϯδχΞͱͯ͠ɺ ػցֶशͷࣝΛ׆͔ͨ͠ۀΛ ߦ͍ͬͯΔʢࣗવݴޠॲཧʂʣ ࣗݾհ
झຯͰࣗવݴޠॲཧͰ ༡Δఔʹ ͳΓ͍ͨͰ͔͢ʁ ࣮PSݚڀͰ ΰϦΰϦ͏Ϩϕϧʹ ͳΓ͍ͨͰ͔͢ʁ
झຯͰࣗવݴޠॲཧͰ ༡Δఔʹ ͳΓ͍ͨͰ͔͢ʁ ࣮PSݚڀͰ ΰϦΰϦ͏Ϩϕϧʹ ͳΓ͍ͨͰ͔͢ʁ
Agenda ࣗવݴޠॲཧͰͰ͖Δ͜ͱ ࣗવݴޠॲཧͷษڧ๏
Agenda ࣗવݴޠॲཧͰͰ͖Δ͜ͱ ࣗવݴޠॲཧͷษڧ๏
ࣗવݴޠΛίϯϐϡʔλͰॲཧ͢Δ ࣗવݴޠɿਓ͕ؒৗతʹͬͯΔݴޠ ɹɹɹɹɹྫ ຊޠɺӳޠ ੜ·Εͨͱ͖͔Βۙʹ͋ΔࣗવݴޠΛ ίϯϐϡʔλͰॲཧͰ͖Δͬͯ ͳΜ͔ͩͦ͢͝͏ʂ ʜʜͱ࠷ॳࢲࢥ͍·ͨ͠ ࣗવݴޠॲཧͬͯͳʹʁ
ܗଶૉղੳ ܗଶૉʢ୯ޠʣʹ͚ͯࢺผ $ mecab すもももももももものうち すもも 名詞,⼀般,*,*,*,*,すもも,スモモ,スモモ も 助詞,係助詞,*,*,*,*,も,モ,モ もも 名詞,⼀般,*,*,*,*,もも,モモ,モモ も 助詞,係助詞,*,*,*,*,も,モ,モ もも 名詞,⼀般,*,*,*,*,もも,モモ,モモ
の 助詞,連体化,*,*,*,*,の,ノ,ノ うち名詞,⾮⾃⽴,副詞可能,*,*,*,うち,ウチ,ウチ EOS ཁૉٕज़
ߏจղੳ ཁૉٕज़ Wikipedia より
ҙຯղੳ ߏจతᐆດੑ͕͋Δͱ͖ ҙຯղੳ͕ඞཁ ྫ ʮ಄͕͍ڕΛ৯Δೣʯ தଜ໌༟͞Μ !OLNS@BLJ ͷ5XJUUFSΑΓ ཁૉٕज़
จॻྨ จॻΛΧςΰϦ͝ͱʹ͚Δ ࣗಈཁ จষΛࣗಈͰཁ͢Δ ใநग़ ΩʔϫʔυΛநग़͢Δ ྫʣΠϕϯτใநग़ɺใநग़ ෳ߹ٕज़
ෳ߹ٕज़ ػց༁ ใݕࡧ ࣭Ԡ
ෳ߹ٕज़ ධੳ ྫ ϨϏϡʔจ Positive Negative ͜ͷέʔΩ͍ͪ͝ͷ ͕͞ࡍཱͬͯඒຯͰͨ͠ɻ ·ͨߪೖ͍ͨ͠Ͱ͢ɻ ΫϦʔϜ͕͗ͨ͢ɻ
εϙϯδ͕ύαύαͩͬͨɻ
Agenda ࣗવݴޠॲཧͰͰ͖Δ͜ͱ ࣗવݴޠॲཧͷษڧ๏
ࢲPythonΛ༻͍ͯ͠·͢ Python͕ਓؾʂ ϝϦοτ ! εΫϦϓτݴޠͳͷͰ͙͢ʹ࣮ߦͰ͖Δ ! ๛ͳϥΠϒϥϦ ɹ/VNQZ 4DJQZ /-5, 4DJLJUMFBSO ϓϩάϥϛϯάݴޠʁ
͓͢͢Ίڭࡐ
ݴޠॲཧຊϊοΫ http://www.cl.ecei.tohoku.ac.jp/nlp100/
ݴޠॲཧຊϊοΫ ! ౦େͷԬ࡚ઌੜ͕࡞ͨ͠ νϡʔτϦΞϧ ! Pythonͷ࿅शʹͳΔ ! ݴޠॲཧʹඞཁͳ࣮͜͜ͰֶΔ ! GitHubʹίʔυΛ্͛ͯΔͻͱଟ͘ɺ ଞͷਓͷίʔυΛࢀߟʹͰ͖ΔͷͰ ಠֶ͍͢͠
ݴޠॲཧຊϊοΫ
ݴޠॲཧຊϊοΫ GitHubͰ “NLP100knock” ͱ ݕࡧ͢Δ͚ͩͰɺ 86 ϦϙδτϦ ݟ͔ͭΔ ˞20189݄ݱࡏ
ར༻ऀͨ͘͞Μ ͍·͢
/-1ϓϩάϥϛϯάνϡʔτϦΞϧ http://phontron.com/teaching.php
/-1ϓϩάϥϛϯάνϡʔτϦΞϧ http://phontron.com/teaching.php
/-1ϓϩάϥϛϯάνϡʔτϦΞϧ ! ΧʔωΪʔϝϩϯେֶͷ Graham Neubig ઌੜ͕࡞ͨ͠ νϡʔτϦΞϧ ! εϥΠυܗࣜ ! ֤νϡʔτϦΞϧʹԋश͕͋Γɺ ٖࣅίʔυͱߨٛεϥΠυΛࢀߟʹ ࣮͢Δͱཧղ͕ਂ·Δ
! ࣜΑΓίʔυΛݟͨ΄͏͕ ཧղ͍͢͠ਓʹಛʹΦεεϝ
/-1ϓϩάϥϛϯάνϡʔτϦΞϧ ࢿྉɾԋशσʔλ ͔͜͜Β Ұׅμϯϩʔυʂ https://github.com/neubig/nlptutorial
ͱΓ͋͑ͣ ͜͜·Ͱษڧ͢Ε ͍͍͔ͳʁ
ͬͱͬͱ ษڧͨ͘͠ͳͬͨΒ
झຯͰࣗવݴޠॲཧͰ ༡Δఔʹ ͳΓ͍ͨͰ͔͢ʁ ࣮PSݚڀͰ ΰϦΰϦ͏Ϩϕϧʹ ͳΓ͍ͨͰ͔͢ʁ
झຯͰࣗવݴޠॲཧͰ ༡Δఔʹ ͳΓ͍ͨͰ͔͢ʁ ࣮PSݚڀͰ ΰϦΰϦ͏Ϩϕϧʹ ͳΓ͍ͨͰ͔͢ʁ
ࣗવݴޠॲཧΛಠश͍ͨ͠ਓͷͨΊʹ http://cl.sd.tmu.ac.jp/prospective/prerequisite
ࣗવݴޠॲཧΛಠश͍ͨ͠ਓͷͨΊʹ टେֶ౦ژͷখொઌੜ͕ ! ֶ ! ӳޠ ! ϓϩάϥϛϯά ! ػցֶश ! ࣗવݴޠॲཧ ͷษڧͷํʹ͍ͭͯ ·ͱΊ͍ͯΔϖʔδ
ࣗવݴޠॲཧΛಠश͍ͨ͠ਓͷͨΊʹ ࠓճॳ৺ऀ͚ͷߨٛͳͷͰ հ͚ͩʹͱͲΊ͓͖ͯ·͕͢ Կͷษڧ͕ඞཁͰ Ͳ͏ษڧ͖͔͢ ஸೡʹΘ͔Γ͘͢·ͱ·͍ͬͯΔͷͰ ੋඇ͝ཡʹͳͬͯ΄͍͠Ͱ͢ʂ
&OKPZ 4UVEZJOH /-1