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
460
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
180
文献紹介: Open Domain Web Keyphrase Extraction Beyond Language Modeling
yumeto
0
230
文献紹介: Self-Supervised_Neural_Machine_Translation
yumeto
0
160
文献紹介: Comparing and Developing Tools to Measure the Readability of Domain-Specific Texts
yumeto
0
170
文献紹介: PAWS: Paraphrase Adversaries from Word Scrambling
yumeto
0
150
文献紹介: Beyond BLEU: Training Neural Machine Translation with Semantic Similarity
yumeto
0
270
文献紹介: EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing
yumeto
0
340
文献紹介: Decomposable Neural Paraphrase Generation
yumeto
0
230
文献紹介: Analyzing the Limitations of Cross-lingual Word Embedding Mappings
yumeto
0
220
Other Decks in Technology
See All in Technology
ビギナーであり続ける/beginning
ikuodanaka
3
760
OSSのSNSツール「Misskey」をさわってみよう(右下ワイプで私のOSCの20年を振り返ります) / 20250705-osc2025-do
akkiesoft
0
170
改めてAWS WAFを振り返る~業務で使うためのポイント~
masakiokuda
2
260
Enhancing SaaS Product Reliability and Release Velocity through Optimized Testing Approach
ropqa
1
230
United airlines®️ USA Contact Numbers: Complete 2025 Support Guide
unitedflyhelp
0
310
高速なプロダクト開発を実現、創業期から掲げるエンタープライズアーキテクチャ
kawauso
2
9.4k
KubeCon + CloudNativeCon Japan 2025 Recap Opening & Choose Your Own Adventureシリーズまとめ
mmmatsuda
0
280
オーティファイ会社紹介資料 / Autify Company Deck
autifyhq
10
130k
Reach American Airlines®️ Instantly: 19 Calling Methods for Fast Support in the USA
flyamerican
1
170
LangSmith×Webhook連携で実現するプロンプトドリブンCI/CD
sergicalsix
1
230
無意味な開発生産性の議論から抜け出すための予兆検知とお金とAI
i35_267
4
13k
開発生産性を測る前にやるべきこと - 組織改善の実践 / Before Measuring Dev Productivity
kaonavi
10
4.6k
Featured
See All Featured
How GitHub (no longer) Works
holman
314
140k
Designing for Performance
lara
610
69k
Put a Button on it: Removing Barriers to Going Fast.
kastner
60
3.9k
We Have a Design System, Now What?
morganepeng
53
7.7k
What’s in a name? Adding method to the madness
productmarketing
PRO
23
3.5k
Docker and Python
trallard
44
3.5k
The Cult of Friendly URLs
andyhume
79
6.5k
Adopting Sorbet at Scale
ufuk
77
9.5k
StorybookのUI Testing Handbookを読んだ
zakiyama
30
5.9k
Java REST API Framework Comparison - PWX 2021
mraible
31
8.7k
The Power of CSS Pseudo Elements
geoffreycrofte
77
5.9k
RailsConf 2023
tenderlove
30
1.1k
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