Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Don_t_Give_Me_the_Details_Just_the_Summary__Top...

Avatar for MARUYAMA MARUYAMA
October 08, 2018
0
150

 Don_t_Give_Me_the_Details_Just_the_Summary__Topic-Aware_Convolutional_Neural_Networks_for_Extreme_Summarization.pdf

Avatar for MARUYAMA

MARUYAMA

October 08, 2018
Tweet

More Decks by MARUYAMA

See All by MARUYAMA
vampire.pdf
Avatar for MARUYAMA tmaru0204
0
190
Misspelling_Oblivious_Word_Embedding.pdf
Avatar for MARUYAMA tmaru0204
0
200
Simple_Unsupervised_Summarization_by_Contextual_Matching.pdf
Avatar for MARUYAMA tmaru0204
0
190
Controlling_Text_Complexity_in_Neural_Machine_Translation.pdf
Avatar for MARUYAMA tmaru0204
0
180
20191028_literature-review.pdf
Avatar for MARUYAMA tmaru0204
0
160
Hint-Based_Training_for_Non-Autoregressive_Machine_Translation.pdf
Avatar for MARUYAMA tmaru0204
0
150
Soft_Contextual_Data_Augmentation_for_Neural_Machine_Translation_.pdf
Avatar for MARUYAMA tmaru0204
0
180
An_Embarrassingly_Simple_Approach_for_Transfer_Learning_from_Pretrained_Language_Models_.pdf
Avatar for MARUYAMA tmaru0204
0
160
Addressing_Trobulesome_Words_in_Neural_Machine_Translation.pdf
Avatar for MARUYAMA tmaru0204
0
170

Featured

See All Featured
Typedesign – Prime Four
Avatar for Hannes Fritz hannesfritz
42
2.9k
Navigating the moral maze — ethical principles for Al-driven product design
Avatar for Skipper Chong Warson skipperchong
1
210
We Are The Robots
Avatar for Honza Javorek honzajavorek
0
120
Rebuilding a faster, lazier Slack
Avatar for samanthasiow samanthasiow
85
9.3k
Automating Front-end Workflow
Avatar for Addy Osmani addyosmani
1371
200k
The Organizational Zoo: Understanding Human Behavior Agility Through Metaphoric Constructive Conversations (based on the works of Arthur Shelley, Ph.D)
Avatar for Dr. Kim W Petersen kimpetersen
PRO
0
200
How Software Deployment tools have changed in the past 20 years
Avatar for Geshan Manandhar geshan
0
30k
Claude Code のすすめ
Avatar for schroneko schroneko
67
210k
Measuring Dark Social's Impact On Conversion and Attribution
Avatar for Stephen Akadiri stephenakadiri
0
97
Statistics for Hackers
Avatar for Jake VanderPlas jakevdp
799
230k
Agile Actions for Facilitating Distributed Teams - ADO2019
Avatar for Mark Kilby mkilby
0
97
Building Better People: How to give real-time feedback that sticks.
Avatar for Will Jessup wjessup
370
20k

Transcript

  1. %POU(JWF.FUIF%FUBJMT +VTUUIF4VNNBSZ 5PQJD"XBSF$POWPMVUJPOBM/FVSBM/FUXPSLT GPS&YUSFNF4VNNBSJ[BUJPO 4IBTIJ/BSBZBO 4IBZ#$PIFO .JSFMMB-BQBUB &./-1 -JUFSBUVSFSFWJFX /BHBPLB6OJWFSTJUZPG5FDIOPMPHZ5BLVNJ.BSVZBNB

  2. "CTUSBDU ɾl&YUSFNFTVNNBSJ[BUJPOzͱ͍͏λεΫΛఆٛ  4JOHMFEPDVNFOUTVNNBSJ[BUJPO  ɾେن໛ͳσʔληοτΛߏங ɾ0SBDMFFYUSBDUJWFTZTUFN΍4UBUFPGUIFBSU BCTUSBDUJWFBQQSPBDIΑΓ΋༏ΕͨϞσϧΛఏҊ

  3. *OUSPEVDUJPO ɾݱࡏͷཁ໿σʔλ͸FYUSBDUJWFBQQSPBDIʹݞೖΕ͢Δ܏޲ ɾBCTUSBDUJWFBQQSPBDIͩͱͯ͠΋ɺ͋·Γந৅Խ͞Εͳ͍ ɾΑΓந৅Խ͞Εͨཁ໿จΛؚΉσʔληοτͰཁ໿ lFYUSFNFTVNNBSJ[BUJPOz

  4. *OUSPEVDUJPO

  5. 5IF94VN%BUBTFU ɾ94VNEBUBTFU##$BSUJDMF  TJOHMFTFOUFODFTVNNBSZ ɾ/FXT 1PMJUJDT 4QPSUT 8FBUIFS #VTJOFTT ʜ

  6. 5IF94VN%BUBTFU ɾطଘσʔληοτͱͷҧ͍ -&"%هࣄઌ಄ͷOจ·ͨ͸N୯ޠΛநग़ &9503"$-&HPMETVNNBSZͱͷ306(&͕࠷େͱͳΔจΛநग़ 3 3 3-306(& 306(& 306(&-

  7. .PEFM ɾ%FDPEFS ɾ&ODPEFS :distributional representation :positional representation :topic distributions of

    words :topic distributions of document

  8. &YQFSJNFOU4FUVQ ɾ$PNQBSJTPOTZTUFNT 30/%0.هࣄ͔ΒϥϯμϜʹจநग़ -&"%Ϧʔυจ &9503"$-&HPMETVNNBSZͱͷ306(&͕࠷େͱͳΔจ 4&24&2BUUFOUJPOCBTFETFRVFODFUPTFRVFODFNPEFM 15(&/ $07( QPJOUFSHFOFSBUPSNPEFM XJUIDPWFSBHFNFDIBOJTN

    $0/744WBOJMMBDPOWPMVUJPOBMTFRVFODFUPTFRVFODFNPEFM

  9. 3FTVMUT

  10. 3FTVMUT $//%BJMZ.BJM /FXTSPPNͰ͸4&24&2 15(&/-&"%͕ͩͬͨʜ

  11. 3FTVMUT $0/744͕3//CBTFETZTUFNTΑΓ΋༏Εͨ݁Ռʹ

  12. 3FTVMUT ɾਓखධՁ จ  ͭͷཁ໿จͷ͏ͪͭΛఏࣔ͠ɺͲͪΒ͕ྑ͍ཁ໿͔ ࠷ྑͳཁ໿ͱ͍ΘΕׂͨ߹  *OGPSNBUJWFOFTT qVFODZͷ؍఺Ͱબ୒ ͭͷهࣄʹରͯ͠໰୊Λͭ༻ҙɺཁ໿จͷΈಡΜͰղ౴

     DPSSFDU QBSUJBM PUIFS

  13. 3FTVMUT

  14. $PODMVTJPOT ɾl&YUSFNFTVNNBSJ[BUJPOzͱ͍͏λεΫΛఆٛ ɾେن໛ͳσʔληοτΛߏங ɾ0SBDMFFYUSBDUJWFTZTUFN΍4UBUFPGUIFBSU BCTUSBDUJWFBQQSPBDIΑΓ΋༏ΕͨϞσϧΛఏҊ

  15. None