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
日本語の形態素解析
Search
Yumeto Inaoka
January 26, 2017
Technology
0
440
日本語の形態素解析
2017/01/26のB3ゼミで発表
Yumeto Inaoka
January 26, 2017
Tweet
Share
More Decks by Yumeto Inaoka
See All by Yumeto Inaoka
文献紹介: Quantity doesn’t buy quality syntax with neural language models
yumeto
1
150
文献紹介: Open Domain Web Keyphrase Extraction Beyond Language Modeling
yumeto
0
200
文献紹介: Self-Supervised_Neural_Machine_Translation
yumeto
0
140
文献紹介: Comparing and Developing Tools to Measure the Readability of Domain-Specific Texts
yumeto
0
140
文献紹介: PAWS: Paraphrase Adversaries from Word Scrambling
yumeto
0
120
文献紹介: Beyond BLEU: Training Neural Machine Translation with Semantic Similarity
yumeto
0
240
文献紹介: EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing
yumeto
0
300
文献紹介: Decomposable Neural Paraphrase Generation
yumeto
0
200
文献紹介: Analyzing the Limitations of Cross-lingual Word Embedding Mappings
yumeto
0
200
Other Decks in Technology
See All in Technology
Log Analytics を使った実際の運用 - Sansan Data Hub での取り組み
sansantech
PRO
0
120
データベースの負荷を紐解く/untangle-the-database-load
emiki
2
550
30→150人のエンジニア組織拡大に伴うアジャイル文化を醸成する役割と取り組みの変化
nagata03
0
360
2025/3/1 公共交通オープンデータデイ2025
morohoshi
0
110
"TEAM"を導入したら最高のエンジニア"Team"を実現できた / Deploying "TEAM" and Building the Best Engineering "Team"
yuj1osm
1
240
プロダクト開発者目線での Entra ID 活用
sansantech
PRO
0
140
開発者のための FinOps/FinOps for Engineers
oracle4engineer
PRO
2
260
AIエージェント開発のノウハウと課題
pharma_x_tech
9
4.9k
AI自体のOps 〜LLMアプリの運用、AWSサービスとOSSの使い分け〜
minorun365
PRO
9
1.1k
QAエンジニアが スクラムマスターをすると いいなぁと思った話
____rina____
0
140
RaspberryPi CM4(CM5も)面白いぞ!
nonnoise
0
150
Two Blades, One Journey: Engineering While Managing
ohbarye
4
2.7k
Featured
See All Featured
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
panda_program
100
18k
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
47
5.2k
How STYLIGHT went responsive
nonsquared
99
5.4k
Designing for humans not robots
tammielis
250
25k
Designing for Performance
lara
605
68k
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
40
2k
Facilitating Awesome Meetings
lara
53
6.3k
No one is an island. Learnings from fostering a developers community.
thoeni
21
3.2k
Large-scale JavaScript Application Architecture
addyosmani
511
110k
Measuring & Analyzing Core Web Vitals
bluesmoon
6
260
Imperfection Machines: The Place of Print at Facebook
scottboms
267
13k
CSS Pre-Processors: Stylus, Less & Sass
bermonpainter
356
29k
Transcript
ຊޠͷܗଶૉղੳ #θϛ ࣗવݴޠॲཧݚڀࣨɹֶ෦ɹҴԬເਓ
ࢀߟʹͨ͠ॻ੶
ൃද༰ ˗ ܗଶૉղੳͰߦ͏͜ͱ ˗ ୯ޠࣙॻɾ࿈Մೳੑߦྻ ˗ ܗଶૉղੳީิͷྻڍ ˗ ղੳީิ͔Βղͷܾఆ ˗
ະޠͷॲཧ
ܗଶૉղੳ ˗ จΛ୯ޠຖʹ۠Δ ˗ ࢺΛೝࣝ͢Δ ˗ ׆༻Λೝࣝ͢Δ
ܗଶૉղੳ ˗ จΛ୯ޠຖʹ۠Δ ˗ ࢺΛೝࣝ͢Δ ˗ ׆༻Λೝࣝ͢Δ ͓ۚͰങ͑ͳ͍Ձ͕͋Δɻ
ܗଶૉղੳ ˗ จΛ୯ޠຖʹ۠Δ ˗ ࢺΛೝࣝ͢Δ ˗ ׆༻Λೝࣝ͢Δ ͓ ۚ
Ͱ ങ͑ ͳ͍ Ձ ͕ ͋Δ ɻ
ܗଶૉղੳ ˗ จΛ୯ޠຖʹ۠Δ ˗ ࢺΛೝࣝ͢Δ ˗ ׆༻Λೝࣝ͢Δ ͓ ಄ࣙ
ۚ ໊ࢺ Ͱ ॿࢺ ങ͑ ಈࢺ ͳ͍ ॿಈࢺ Ձ ໊ࢺ ͕ ॿࢺ ͋Δ ಈࢺ ɻ ۟
ܗଶૉղੳ ˗ จΛ୯ޠຖʹ۠Δ ˗ ࢺΛೝࣝ͢Δ ˗ ׆༻Λೝࣝ͢Δ ͓ ಄ࣙ
ۚ ໊ࢺ Ͱ ॿࢺ ങ͑ ಈࢺ ԼҰஈະવܗ ͳ͍ ॿಈࢺ ࿈ମܗ Ձ ໊ࢺ ͕ ॿࢺ ͋Δ ಈࢺ ޒஈऴࢭܗ ɻ ۟
୯ޠࣙॻ ୯ޠͷදهɺࢺɺ׆༻ͳͲΛ هड़ͨࣙ͠ॻ දه ࢺ ׆༻ ݩؾ ໊ࢺ ʔ
୫ ໊ࢺ ʔ ͳΔ ಈࢺ ޒஈ ʹ ॿࢺ ʔ ୲͏ ಈࢺ ޒஈ ࠜ ໊ࢺ ʔ ৸Δ ಈࢺ ԼҰஈ Β ඌࣙ ʔ
࿈Մೳੑߦྻ ͲͷΑ͏ͳࢺͷ୯ޠ͕จதͰ࿈ଓ͠ಘΔ͔Λද͢ จ ໊ࢺ ಈࢺ ॿࢺ ඌࣙ จ಄
໊ࢺ ಈࢺ ॿࢺ ඌࣙ
࿈Մೳੑߦྻ ͲͷΑ͏ͳࢺͷ୯ޠ͕จதͰ࿈ଓ͠ಘΔ͔Λද͢ จ ໊ࢺ ಈࢺ ॿࢺ ඌࣙ จ಄
໊ࢺ ಈࢺ ॿࢺ ඌࣙ
࿈Մೳੑߦྻ ͲͷΑ͏ͳࢺͷ୯ޠ͕จதͰ࿈ଓ͠ಘΔ͔Λද͢ จ ໊ࢺ ಈࢺ ॿࢺ ඌࣙ จ಄
໊ࢺ ಈࢺ ॿࢺ ඌࣙ
ܗଶૉղੳީิͷྻڍ จ಄ ͶͨΒݩؾʹͳͬͨ
ܗଶૉղੳީิͷྻڍ จ಄ Ͷ ࠜ ໊ࢺ Ͷͨ ৸Δ
ಈࢺ ͶͨΒ ৸Δ ಈࢺ ͶͨΒݩؾʹͳͬͨ
ܗଶૉղੳީิͷྻڍ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ Ͷͨ ৸Δ ಈࢺ ͶͨΒ ৸Δ ಈࢺ ͶͨΒݩؾʹͳͬͨ
ܗଶૉղੳީิͷྻڍ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ͶͨΒݩؾʹͳͬͨ
ܗଶૉղੳީิͷྻڍ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ͶͨΒݩؾʹͳͬͨ º จ ໊ࢺ ಈࢺ ॿࢺ ඌࣙ จ಄ ໊ࢺ ಈࢺ ॿࢺ ඌࣙ
ܗଶૉղੳީิͷྻڍ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ͶͨΒݩؾʹͳͬͨ º
ܗଶૉղੳީิͷྻڍ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ ݩؾ ໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ͶͨΒݩؾʹͳͬͨ º
ܗଶૉղੳީิͷྻڍ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ ݩؾ ໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ʹ ॿࢺ ͳͬͨ ͳΔ ಈࢺ ʹͳͬͨ ୲͏ ಈࢺ จ º ͶͨΒݩؾʹͳͬͨ ϥςΟεදݱ
ܗଶૉղੳީิͷྻڍ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ ݩؾ ໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ʹ ॿࢺ ͳͬͨ ͳΔ ಈࢺ ʹͳͬͨ ୲͏ ಈࢺ จ º ͶͨΒݩؾʹͳͬͨ
ܗଶૉղੳީิͷྻڍ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ ݩؾ ໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ʹ ॿࢺ ͳͬͨ ͳΔ ಈࢺ ʹͳͬͨ ୲͏ ಈࢺ จ º ͶͨΒݩؾʹͳͬͨ
ܗଶૉղੳީิͷྻڍ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ ݩؾ ໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ʹ ॿࢺ ͳͬͨ ͳΔ ಈࢺ ʹͳͬͨ ୲͏ ಈࢺ จ º ͶͨΒݩؾʹͳͬͨ
ܗଶૉղੳީิͷྻڍ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ ݩؾ ໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ʹ ॿࢺ ͳͬͨ ͳΔ ಈࢺ ʹͳͬͨ ୲͏ ಈࢺ จ º ͶͨΒݩؾʹͳͬͨ
ղੳީิ͔Βղͷܾఆ ˗ ୯ޠࣙॻɺ࿈Մೳߦྻ͚ͩͰղΛܾఆͰ͖ͳ͍ ˗ ϥςΟεߏίετΛ༩ ˗ ίετͷ࠷͍ީิΛղͱ͢Δʢίετ࠷খ๏ʣ
ϥςΟεߏͷίετͷ༩ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ ݩؾ ໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ʹ ॿࢺ ͳͬͨ ͳΔ ಈࢺ ʹͳͬͨ ୲͏ ಈࢺ จ º
ϥςΟεߏͷίετͷ༩ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ ݩؾ ໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ʹ ॿࢺ ͳͬͨ ͳΔ ಈࢺ ʹͳͬͨ ୲͏ ಈࢺ จ º
ϥςΟεߏͷίετͷ༩ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ ݩؾ ໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ʹ ॿࢺ ͳͬͨ ͳΔ ಈࢺ ʹͳͬͨ ୲͏ ಈࢺ จ º
֤ީิͷίετͷࢉग़ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ ݩؾ ໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ʹ ॿࢺ ͳͬͨ ͳΔ ಈࢺ ʹͳͬͨ ୲͏ ಈࢺ จ º
֤ީิͷίετͷࢉग़ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ ݩؾ ໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ʹ ॿࢺ ͳͬͨ ͳΔ ಈࢺ ʹͳͬͨ ୲͏ ಈࢺ จ º
֤ީิͷίετͷࢉग़ ˗ ࠜɹ୫ɹݩؾɹʹɹͳͬͨ ˗ ࠜɹ୫ɹݩؾɹ୲ͬͨ ˗ ৸ͨΒɹݩؾɹʹɹͳͬͨ ˗ ৸ͨΒɹݩؾɹ୲ͬͨ
ˠ ˠ ˠ ࠷খ ˠ
࠷খίετͷީิͷ୳ࡧ ˗ ޠኮͷ૿ՃɺೖྗจͷจԽͰީิരൃతʹ૿Ճ ˠશީิͷίετࢉग़࣮࣭ෆՄೳ ˗ ೖྗจΛׂ͠ɺͦΕͧΕͷ݁ՌΛ౷߹ ˠೖྗจͷจԽʹΑΔީิͷ૿ՃΛ͑ΒΕΔ
ϏλϏΞϧΰϦζϜ ˗ ಈతܭը๏ %ZOBNJD1SPHSBNNJOH%1 ͷͻͱͭ ˗ .F$BCɺ$IBTFOͰ࠾༻͞Ε͍ͯΔ ˗ ӳจͷࢺղੳͳͲʹ༻͞Ε͍ͯΔ
ϏλϏΞϧΰϦζϜ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ ݩؾ ໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ʹ ॿࢺ ͳͬͨ ͳΔ ಈࢺ ʹͳͬͨ ୲͏ ಈࢺ จ º
ϏλϏΞϧΰϦζϜ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ ݩؾ ໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ʹ ॿࢺ ͳͬͨ ͳΔ ಈࢺ ʹͳͬͨ ୲͏ ಈࢺ จ º
ϏλϏΞϧΰϦζϜ จ಄ Ͷ ࠜ ໊ࢺ ͨΒ ୫
໊ࢺ ݩؾ ໊ࢺ Ͷͨ ৸Δ ಈࢺ Β ඌࣙ ͶͨΒ ৸Δ ಈࢺ ʹ ॿࢺ ͳͬͨ ͳΔ ಈࢺ ʹͳͬͨ ୲͏ ಈࢺ จ º
ະޠͷॲཧ ˗ จதʹະޠ͕ग़ΔͱϥςΟεߏ͕࡞ΒΕͳ͍ ˠղੳΛߦ͏͜ͱ͕Ͱ͖ͳ͍ ˗ ࣈɾΧλΧφͷ࿈ଓΛҰޠͱ͠ɺߴ͍ίετΛ༩ ˠࣙॻͷޠͷΈͰղऍͰ͖ΔͳΒͦͪΒΛ༻ ˠແཧ͕͋ΔͳΒٖࣅతͳޠΛ༻
ൃදͨ͠༰ ˗ ܗଶૉղੳͰߦ͏͜ͱ ˗ ୯ޠࣙॻɾ࿈Մೳੑߦྻ ˗ ܗଶૉղੳީิͷྻڍ ˗ ղੳީิ͔Βղͷܾఆ ˗
ະޠͷॲཧ