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
Neural Modeling of Multi-Predicate Interactions...
Search
kakubari
December 14, 2017
Technology
190
1
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Neural Modeling of Multi-Predicate Interactions for Japanese Predicate Argument Structure Analysis
長岡技術科学大学
自然言語処理研究室
角張竜晴
kakubari
December 14, 2017
More Decks by kakubari
See All by kakubari
動詞クエリの語間の関係性に基づくクエリマイニング
kakubari
0
130
Leveraging Crowdsourcing for Paraphrase Recognition
kakubari
0
110
Automatically Acquired Lexical Knowledge Improves Japanese Joint Morphological and Dependency Analysis
kakubari
0
120
Labeling the Semantic Roles of Commas
kakubari
0
110
Integrating Case Frame into Japanese to Chinese Hierarchical Phrase-based Translation Model
kakubari
0
130
Improving Chinese Semantic Role Labelingusing High-quality Surface and Deep Case Frames
kakubari
0
99
Exploring Verb Frames for Sentence Simplification in Hindi
kakubari
0
160
述語項構造と照応関係のアノテーション
kakubari
0
270
用言と直前の格要素の組を単位とする格フレームの自動構築
kakubari
0
240
Other Decks in Technology
See All in Technology
山手線を徒歩で一周してわかった、 位置情報アプリは「足」が最強のデバッガー
hinakko
0
120
幾何アルゴリズムで なめらかなピン操作を / iOSDC Japan 2026 / smoothpin
kazumanagano
0
290
Deploying a Full-Stack Bun-Native Framework on Cloudflare Workers
7nohe
0
150
新機種発売前に見直そう!端末移行で再ログインが要るアプリ・要らないアプリは何が違うのか 〜シームレスに再開できる設計と実装〜
zozotech
PRO
0
120
コーディングエージェントでM5Stack系の開発を少し試した時の話 / M5 Japan Tour 2026 Autumn 東京
you
PRO
0
180
Adaptive Warehouse を今すぐ導入すべき理由と迷ったときの判断基準
__allllllllez__
0
200
AIに丸投げしないトイル削減 / Eliminating Toil Without Leaving It All to AI
kohbis
4
1.1k
TinyGo 開発サイクルを高速化する:Go で作るエミュレータ入門
zozotech
PRO
1
660
アプリをもっと"iOSアプリっぽく"する小さな工夫 / Small Touches That Make Your App Feel More Like an iOS App
matsuji
1
660
Sigmaユーザーのための有用リソース一挙公開 & Sigmaで使えるMCP #sigma_ucj /useful-resources-for-sigma-computing-users-and-mcps-with-sigma
shinyaa31
0
200
Reactの設計論
uhyo
15
8.6k
AI時代だからこそ、スケールしないことをやろう
yutashigemura
1
160
Featured
See All Featured
Stop Working from a Prison Cell
hatefulcrawdad
274
21k
Code Reviewing Like a Champion
maltzj
528
40k
Put a Button on it: Removing Barriers to Going Fast.
kastner
60
4.6k
I Don’t Have Time: Getting Over the Fear to Launch Your Podcast
jcasabona
35
2.8k
HTML-Aware ERB: The Path to Reactive Rendering @ RubyCon 2026, Rimini, Italy
marcoroth
4
630
svc-hook: hooking system calls on ARM64 by binary rewriting
retrage
2
570
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
addyosmani
10
1.3k
Art, The Web, and Tiny UX
lynnandtonic
304
22k
Designing for humans not robots
tammielis
254
26k
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
46
3k
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
eileencodes
38
3k
The Curse of the Amulet
leimatthew05
2
14k
Transcript
Ԭ ٕ ज़ Պ ֶ େ ֶ ࣗ વ ݴ ޠ ॲ ཧ ݚ ڀ ࣨ ֶ ෦ ̐ ֯ ு ཽ Neural Modeling of Multi-Predicate Interactions for Japanese Predicate Argument Structure Analysis Hiroki Ouchi, Hiroyuki Shindo and Yuji Matsumoto Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, pages 1591–1600 Vancouver, Canada, July 30 - August 4, 2017 ਤදจΑΓҾ༻ 1
概要 2 ʲௐࠪɾఏҊʳ ຊޠ1"4ղੳͷͨΊͷOFVSBMTFRVFODFNPEFM ΛఏҊ ¡ จͷ୯ޠྻใ͔ΒޮՌతͳಛදݱΛࣗಈతʹ༠ಋ ʲ݁Ռʳ
/"*455FYU$PSQVTͷ࣮ݧͰɺߏจతใΛඞ ཁͱͤͣʹɺߴ͍ੑೳΛ࣮ݱ͢Δ͜ͱ͕Ͱ͖ͨ
はじめに 3 ड़ޠҾߏ 1"4 ղੳ ¡ جຊతͳҙຯੳλεΫͰ͋ΓɺจͷҙຯΛγεςϜ͕ಛఆ ͢Δ͜ͱ͕ඞཁͰ͋Δɻ
ෳͷड़ޠؒͷ૬ޓ࡞༻ͷڞಉϞσϧ͕ීٴ ¡ 0VDIJFUBM 4IJCBUBFUBM ¡ จதͷड़ޠ͕ޓ͍ʹҙຯతʹؔ࿈͍ͯ͠Δˠ1"4ղੳʹ༗༻
はじめに 4 ෳͷड़ޠͷ૬ޓ࡞༻ΛϞσϧԽ͢Δࡍͷ ¡ ઌߦݚڀͰɺࢺλάߏจղੳʹΑͬͯ༧ଌ͞ΕΔґଘ ؔͳͲͷߏจใʹେ͖͘ґଘ ¡ ύΠϓϥΠϯॲཧʹΑΔΤϥʔൖ͕ੜ͡Δ จͷจࣈྻใͷΈ͔Βड़ޠ૬ޓ࡞༻ʹහײͳಛ
Λࣗಈతʹ༠ಋ͢ΔχϡʔϥϧϞσϧΛఏҊ
日本語の述語引数構造解析 5 ɿຊޠͷจͰҾ͕লུ͞ΕΔ͜ͱ͕ଟ͍ ¡ ड़ޠͷҾΛলུ͢Δͱɺͦͷলུ͞ΕͨҾʢθϩҾʣ Λಛఆ͢Δඞཁ͕͋Δɻ ¡ ʮஉʯͱʮಀͨ͠ʯߏจతʹґଘ͠ͳ͍ ʮจશମͷจ຺ʯͱʮෳͷड़ޠͷରԠʯΛར༻͢Δ
解決策 6 4JOHMF4FRVFODF.PEFM ¡ ड़ޠͷҾީิͷγʔέϯε͔Βจ຺ґଘදݱΛ༠ಋ͢Δ .VMUJ4FRVFODF.PEFM ¡ จதͷશͯͷड़ޠͷҾީิͷෳͷγʔέϯε͔Βड़ޠʹ
හײͳදݱΛ༠ಋ͢Δ
Single-Sequence Model 7
Single-Sequence Model 8 ɹ"3(ɿ୯ޠͷΠϯσοΫε
ɹɹɹɹɹɹɹɹɹɹ ɹ13&%ɿड़෦ͱͦͷपลͷޠ ɹɹɹɹɹɹɹɹɹɹ."3,ɿड़ޠͰ͋Δ͔
Single-Sequence Model 9 3// ¡ ಛϕΫτϧ#J3//Λ༻͍ͯ෮తʹߋ৽͢Δ ग़ྗ ¡
4PGUNBYؔΛ༻ͯ͠ɺྨ͢Δ
Multi-Sequence Model 10
実験 11 σʔληοτ ¡ /"*455FYU$PSQVT ÷ 5SBJO"SUJDMFT+BO &EJUPSJBMT+BO"VH ÷
%FW"SUJDMFT+BO &EJUPSJBMT4FQU ÷ 5FTU"SUJDMFT+BO &EJUPSJBMT0DU%FD ܇࿅ ¡ ΫϩεΤϯτϩϐʔଛࣦؔΛ࠷খԽ͢Δ ÷ ВɿϞσϧύϥϝʔλͷηοτ ÷ ЕɿϋΠύʔύϥϝʔλ
実験 12 ϕʔεϥΠϯϞσϧ ¡ ϙΠϯυϫΠζΞϓϩʔν *NBNVSBFUBM ¡
ڞಉΞϓϩʔν 0VDIJFUBM ͜ΕΒͷϞσϧ/"*455FYU$PSQVTΛ༻ͨ͠ઌߦݚڀ Ͱ͋Δɻ
実験結果 13
実験結果 14