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
400
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
110
文献紹介: Open Domain Web Keyphrase Extraction Beyond Language Modeling
yumeto
0
150
文献紹介: Self-Supervised_Neural_Machine_Translation
yumeto
0
110
文献紹介: Comparing and Developing Tools to Measure the Readability of Domain-Specific Texts
yumeto
0
110
文献紹介: PAWS: Paraphrase Adversaries from Word Scrambling
yumeto
0
78
文献紹介: Beyond BLEU: Training Neural Machine Translation with Semantic Similarity
yumeto
0
200
文献紹介: EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing
yumeto
0
250
文献紹介: Decomposable Neural Paraphrase Generation
yumeto
0
170
文献紹介: Analyzing the Limitations of Cross-lingual Word Embedding Mappings
yumeto
0
160
Other Decks in Technology
See All in Technology
自動生成を活用した、運用保守コストを抑える Error/Alert/Runbook の一元集約管理 / Centralized management of Error/Alert/Runbook to minimize operational costs using automated code generation
biwashi
9
2.1k
Postman v10リリース後を振り返る
nagix
0
120
Delivering Millions of Messages within seconds @ Duolingo
pelelgrino
0
320
最近たまに見かけるTiDBってなんだ? - Findy
pingcap0315
2
560
Next'24 事例セッションの紹介とクラウド資格を活用したキャリア形成について語りMuscle
yasumuusan
1
310
株式会社EventHub・エンジニア採用資料
eventhub
0
1.9k
NgRx Signal Store
rainerhahnekamp
0
110
WebアプリケーションにおけるPDOの使い方入門 / phpcon odawara 2024
meihei3
2
420
Garoon 開発チーム / Garoon development team
cybozuinsideout
PRO
2
2.9k
Algyan イベント振り返り
linyixian
0
180
The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs (QCon London)
inesmontani
PRO
1
150
シン・Kafka / shin-kafka
oracle4engineer
PRO
7
2.7k
Featured
See All Featured
How to name files
jennybc
64
92k
Testing 201, or: Great Expectations
jmmastey
27
6.3k
Responsive Adventures: Dirty Tricks From The Dark Corners of Front-End
smashingmag
243
20k
Stop Working from a Prison Cell
hatefulcrawdad
266
19k
How STYLIGHT went responsive
nonsquared
92
4.8k
Learning to Love Humans: Emotional Interface Design
aarron
266
39k
StorybookのUI Testing Handbookを読んだ
zakiyama
11
4.6k
Fontdeck: Realign not Redesign
paulrobertlloyd
76
4.9k
Why Our Code Smells
bkeepers
PRO
331
56k
What’s in a name? Adding method to the madness
productmarketing
PRO
15
2.6k
Six Lessons from altMBA
skipperchong
20
3k
Rebuilding a faster, lazier Slack
samanthasiow
72
8.2k
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