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
文献紹介: Automatic Annotation and Evaluation of Er...
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
Atsushi
May 30, 2018
210
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
文献紹介: Automatic Annotation and Evaluation of Error Types for Grammatical Error Correction
2018年5月30日 文献紹介
長岡技術科学大学
自然言語処理研究室
Atsushi
May 30, 2018
More Decks by Atsushi
See All by Atsushi
文献紹介:Automated Evaluation of Out-of-Context Errors
atsumikan
0
110
文献紹介:Correction of OCR Word Segmentation Errors in Articles from the ACL Collection through Neural Machine Translation Methods
atsumikan
0
180
文献紹介:Auxiliary Objectives for Neural Error Detection Models
atsumikan
0
100
文献紹介:Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection
atsumikan
0
140
文献紹介:Low-resource OCR error detection and correction in French Clinical Texts
atsumikan
0
140
文献紹介:CMMC-BDRC Solution to the NLP-TEA-2018 Chinese Grammatical Error Diagnosis Task
atsumikan
0
140
文献紹介 : Fluency Boost Learning and Inference for Neural Grammatical Error Correction
atsumikan
0
200
文献紹介:語彙の概念化と Wikipediaを用いた英字略語の意味推定方法
atsumikan
0
170
文献紹介:The Effect of Error Rate in Artificially Generated Data for Automatic Preposition and Determiner Correction
atsumikan
0
150
Featured
See All Featured
The Limits of Empathy - UXLibs8
cassininazir
1
690
AI in Enterprises - Java and Open Source to the Rescue
ivargrimstad
0
1.5k
XXLCSS - How to scale CSS and keep your sanity
sugarenia
250
1.3M
Fashionably flexible responsive web design (full day workshop)
malarkey
409
67k
The MySQL Ecosystem @ GitHub 2015
samlambert
251
13k
30 Presentation Tips
portentint
PRO
1
410
The agentic SEO stack - context over prompts
schlessera
0
950
B2B Lead Gen: Tactics, Traps & Triumph
marketingsoph
0
250
The Anti-SEO Checklist Checklist. Pubcon Cyber Week
ryanjones
0
250
Building Experiences: Design Systems, User Experience, and Full Site Editing
marktimemedia
1
610
For a Future-Friendly Web
brad_frost
183
10k
The innovator’s Mindset - Leading Through an Era of Exponential Change - McGill University 2025
jdejongh
PRO
1
350
Transcript
"VUPNBUJD"OOPUBUJPOBOE&WBMVBUJPOPG &SSPS5ZQFTGPS(SBNNBUJDBM&SSPS $PSSFDUJPO Ԭٕज़Պֶେֶࣗવݴޠॲཧݚڀࣨ ੁ३ࢤ จݙհ ݄ $ISJTUPQIFS #SZBOU.BSJBOP'FMJDF 5FE#SJTDPF
1SPDFFEJOHTPGUIFUI"OOVBM.FFUJOHPGUIF"TTPDJBUJPOGPS $PNQVUBUJPOBM-JOHVJTUJDT QBHFTr7BODPVWFS $BOBEB +VMZ"VHVTU
"CTUSBDU w طଘͷ(&$ʢ(SBNNBUJDBM&SSPS$PSSFDUJPOʣγεςϜ Ͱɺग़ྗͷΤϥʔλΠϓ͕Ξϊςʔγϣϯ͞Ε͍ͯͳ͍ ͨΊɺ3FDBMMͷ؍͔Β͔͠ධՁͰ͖ͳ͍ w ෳͷݪจͱగਖ਼͞Εͨจ͔ΒࣗಈతʹฤूՕॴΛநग़ ͠ΤϥʔλΠϓΛྨ͢ΔͨΊͷ&33"/5 HSBNNBUJDBM&33PS"/OPUBUJPO5PPMLJU Λ࡞ͨ͠
w গͳ͘ͱͷέʔεͰʮྑ͍ʯ·ͨʮڐ༰Մೳʯ ͱධՁ͞Εͨ !2
&EJU&YUSBDUJPO w ݪจͱగਖ਼͞Εͨจͷର͔Βɺ ฤूՕॴͷ։࢝ͱऴྃͷڥքΛܾఆ͢Δ w 'FMJDFΒͷख๏ Λ༻͍Δ w %BNFSBV-FWFOTIUFJOΞϧΰϦζϜͷίετؔʹࢺ
ิͳͲͷ͞·͟·ͳݴޠใΛΈࠐΈɺಉ༷ͷݴ ޠಛੑΛ࣋ͭτʔΫϯΛྻͤ͞ΔՄೳੑΛߴΊΔ !3
"VUPNBUJD&SSPS5ZQJOH w طଘख๏ɿ4XBOTPOΒͷख๏ w ࠷େΤϯτϩϐʔྨثΛ༻͍Δख๏ w σʔληοτʹґଘ͢Δ w
ຊख๏ w σʔληοτʹґଘ͠ͳ͍͜ͱΛతͱͯ͠ ϧʔϧϕʔεͷྨثΛ࡞ !4
"VUPNBUJD&SSPS5ZQJOH w ҎԼͷϧʔϧΛ࡞ͨ͠ w ΄ͱΜͲͷΤϥʔ͕104ΧςΰϦʹج͍͍ͮͯΔ͜ͱ͔Β ࣗಈ༩͞Εͨ104λάͷΈʹج͍ͮͯฤूΛྨ͢Δϧʔϧ w τʔΫϯ͕ૠೖɺআɺ·ͨஔ͞Ε͔ͨͲ͏͔ʹΑͬͯ .JTTJOHɺ6OOFDFTTBSZɺ3FQMBDFNFOUͷΤϥʔΛ۠ผ͢Δ ϧʔϧ
w 104λά͚ͩͰ۠ผͰ͖ͳ͍λΠϓΛॲཧ͢ΔͨΊͷϧʔϧ !5
"VUPNBUJD&SSPS5ZQJOH w 104λά͚ͩͰ۠ผͰ͖ͳ͍λΠϓ )F*4BTMFFQOPX <*4ˠJT>PSUIPHSBQIZ )FJTTBTMFFQOPX <JTTˠJT>TQFMMJOH )FIBTBTMFFQOPX
<IBTˠJT>WFSC )FCFJOHBTMFFQOPX <CFJOHˠJT>GPSN )FXBTBTMFFQOPX <XBTˠJT>UFOTF )FBSFBTMFFQOPX <BSFˠJT>47" !6
"VUPNBUJD&SSPS5ZQJOH w ҎԼͷϧʔϧΛઃఆ͠ɺ͜ΕΒͷέʔεΛॲཧͨ͠ "SFUIFMPXFSDBTFGPSNTPGCPUITJEFTPGUIFFEJUUIFTBNF *TUIFPSJHJOBMUPLFOBSFBMXPSE %PCPUITJEFTPGUIFFEJUIBWFUIFTBNFMFNNB *TPOFTJEFPGUIFFEJUBHFSVOE
7#( PSQBSUJDJQMF 7#/ *TPOFTJEFPGUIFFEJUJOUIFQBTUUFOTF 7#% *TPOFTJEFPGUIFFEJUJOUIFSEQFSTPOQSFTFOUUFOTF 7#; !7
"VUPNBUJD.BSLVQ w ݩͷจͱగਖ਼͞Εͨจͷ྆ํͷ֤τʔΫϯʹର͠ɺҎԼͷใΛ༩ w 104λά w ޠ۟ w ޠװ w
ґଘؔ w ޠװநग़ɿ/-5,ͷ-BODBTUFS4UFNNFS w ͦͷଞɿTQB$ZW !8
"%BUBTFU"HOPTUJD$MBTTJpFS w ࣗಈͰ༩͞ΕͨใͷΈʹґଘ w શʹσʔληοτʹґଘ͠ͳ͍ w ϥϕϧ͖ͷτϨʔχϯάσʔλΛඞཁͱ͠ͳ͍ w ΤϥʔΧςΰϦΛׂΓͯͨཧ༝Λਖ਼֬ʹஅͰ͖Δ !9
&SSPS$BUFHPSJFT !10
$MBTTJpFS&WBMVBUJPO w Τϥʔͷྨɺࣗಈతʹ༩͞ΕͨใʹͷΈج͍͍ͮͯΔ w ධՁ͢ΔͨΊͷنൣͱͳΔϥϕϧ͕ͳ͍ w খنͳख࡞ۀʹΑΔධՁΛߦͬͨ w σʔληοτɿ '$&UFTUٴͼ$P/--͔ΒͦΕͧΕจͣͭϥϯμϜʹநग़
w ରɿ(&$ݚڀऀਓ w ํ๏ɿΤϥʔλΠϓͷଥੑΛ ʮྑ͍ʯʮڐ༰Մೳʯʮѱ͍ʯ͔ΒબͿ ਓͷධՁऀ͕ͯ͢ɺগͳ͘ͱ ʮྑ͍ʯ·ͨʮڐ༰Մೳʯͱ͑ͨ !11
$P/--4IBSFE5BTL"OBMZTJT w &33"/5ͷՁΛ࣮ূ͢ΔͨΊʹɺ$P/--TIBSFE UBTL /HFUBM Ͱ࡞͞Εͨσʔλʹద༻ w ͯ͢ͷγεςϜग़ྗͱެࣜͷϦϑΝϨϯεΛ ࣗಈతʹΞϊςʔγϣϯ֤͠γεςϜΛධՁͨ͠
!12
&EJU0QFSBUJPO w .JTTJOH 3FQMBDFNFOU 6OOFDFTTBSZFEJUTͷ֤γεςϜͷύϑΥʔϚϯεΛௐࠪ w ͭͷνʔϜʢ".6ɺ*1/ɺ1,6ɺ3"$ɺ6'$ʣ͕ෆཁͳτʔΫϯΤϥʔΛ શ͘मਖ਼Ͱ͖ͳ͔ͬͨࣄ͕Θ͔Δ w ͜ΕΒʹରԠͰ͖ͳ͍ͱγεςϜͷύϑΥʔϚϯε͕ஶ੍͘͠ݶ͞ΕΔ
w ຊख๏Λ༻͍Δ͜ͱͰҎ্ͷ͜ͱ͕ݟ͑ͯ͘Δ !13
.VMUJ5PLFO&SSPST w ͯ͢ͷγεςϜग़ྗͷฤूʹ໌ࣔతʹΞ ϊςʔ γϣϯ͢Δརฤूൣғ͕ݻఆ͞ΕΔ͜ͱ w ฤूൣғͷ؍ͰγεςϜύϑΥʔϚϯε ΛධՁͰ͖Δ w ӈͷදϚϧντʔΫϯฤूΛमਖ਼͢Δࡍͷ
֤νʔϜͷશମతͳύϑΥʔϚϯε w ϚϧντʔΫϯฤू͕Α͘Ͱ͖͍ͯΔνʔ Ϝଟ͘ͳ͍ w 'ͷΛ্ճΔνʔϜνʔϜ ͷΈ !14
$PODMVTJPO w ฒྻΤϥʔగਖ਼σʔλʹ໌ࣔతͳฤूൣғͱΤϥʔλΠϓใ ΛࣗಈతʹऍΛ͚ΔΑ͏ʹઃܭ͞Εͨ&33"/5 HSBNNBUJDBM&33PS"/OPUBUJPO5PPMLJU ʹ͍ͭͯઆ໌ͨ͠ w ຊख๏ͷྨثΛখنʹධՁ͢Δͱɺ֤ධՁऀɺ༧ଌ͞Ε ͨΤϥʔͷछྨͷˋҎ্͕ʮྑ͍ʯʢˋʣ·ͨʮڐ༰ Մೳʯʢˋʣͷ͍ͣΕ͔Ͱ͋ΔͱΈͳͨ͠
w $P/--ͷڞ௨λεΫͷจ๏্ͷޡΓగਖ਼ʹؔ͢Δͯ͢ ͷνʔϜͷγεςϜΤϥʔλΠϓͷύϑΥʔϚϯεͷৄࡉͳධ ՁΛ࣮ߦ͢Δ͜ͱʹΑͬͯɺ&33"/5ͷՁΛ࣮ূͨ͠ !15