Upgrade to PRO for Only $50/Year—Limited-Time Offer! 🔥
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
文献紹介:Improving Machine Translation Quality Esti...
Search
Taichi Aida
July 03, 2019
Technology
0
77
文献紹介:Improving Machine Translation Quality Estimation with Neural Network Features
Taichi Aida
July 03, 2019
Tweet
Share
More Decks by Taichi Aida
See All by Taichi Aida
意味を表すベクトル表現を用いたテキスト分析
a1da4
0
66
PhD Defence: Considering Temporal and Contextual Information for Lexical Semantic Change Detection
a1da4
1
240
文献紹介:A Multidimensional Framework for Evaluating Lexical Semantic Change with Social Science Applications
a1da4
1
360
YANS2024:目指せ国際会議!「ネットワーキングの極意(国際会議編)」
a1da4
0
280
言語処理学会30周年記念事業留学支援交流会@YANS2024:「学生のための短期留学」
a1da4
1
400
新入生向けチュートリアル:文献のサーベイv2
a1da4
16
11k
文献紹介:Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models
a1da4
0
200
文献紹介:WhitenedCSE: Whitening-based Contrastive Learning of Sentence Embeddings
a1da4
1
310
文献紹介:On the Transformation of Latent Space in Fine-Tuned NLP Models
a1da4
0
120
Other Decks in Technology
See All in Technology
グレートファイアウォールを自宅に建てよう
ctes091x
0
150
Snowflakeでデータ基盤を もう一度作り直すなら / rebuilding-data-platform-with-snowflake
pei0804
4
1.4k
Power of Kiro : あなたの㌔はパワステ搭載ですか?
r3_yamauchi
PRO
0
110
Playwrightのソースコードに見る、自動テストを自動で書く技術
yusukeiwaki
13
5.3k
Reinforcement Fine-tuning 基礎〜実践まで
ch6noota
0
180
re:Invent2025 コンテナ系アップデート振り返り(+CloudWatchログのアップデート紹介)
masukawa
0
360
Karate+Database RiderによるAPI自動テスト導入工数をCline+GitLab MCPを使って2割削減を目指す! / 20251206 Kazuki Takahashi
shift_evolve
PRO
1
720
初めてのDatabricks AI/BI Genie
taka_aki
0
120
形式手法特論:CEGAR を用いたモデル検査の状態空間削減 #kernelvm / Kernel VM Study Hokuriku Part 8
ytaka23
2
460
AI 駆動開発勉強会 フロントエンド支部 #1 w/あずもば
1ftseabass
PRO
0
350
Rubyで楽して タスクを書きたい!
ahogappa
0
110
re:Invent 2025 ふりかえり 生成AI版
takaakikakei
1
200
Featured
See All Featured
GraphQLとの向き合い方2022年版
quramy
50
14k
Practical Tips for Bootstrapping Information Extraction Pipelines
honnibal
25
1.6k
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
47
7.9k
Embracing the Ebb and Flow
colly
88
4.9k
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
333
22k
We Have a Design System, Now What?
morganepeng
54
7.9k
Fantastic passwords and where to find them - at NoRuKo
philnash
52
3.5k
Stop Working from a Prison Cell
hatefulcrawdad
273
21k
Easily Structure & Communicate Ideas using Wireframe
afnizarnur
194
17k
How to train your dragon (web standard)
notwaldorf
97
6.4k
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
31
3k
A Tale of Four Properties
chriscoyier
162
23k
Transcript
จݙհʢʣ Improving Machine Translation Quality Estimation with Neural Networks Features
Zhiming Chen, Yiming Tan, Chenlin Zhang, Qingyu Xiang, Lilin Zhang. WMT17, pages 551-555 Ԭٕज़Պֶେֶɹࣗવݴޠॲཧݚڀࣨɹ૬ాɹଠҰ
"CTUSBDU w 'FBUVSFFYUSBDUJPO w 2VBMJUZ&TUJNBUJPOʹ͓͍ͯॏཁͳׂΛՌͨ͢ w /FVSBM/FUXPSLͷಛྔΛ2VBMJUZ&TUJNBUJPOʹ༻͍Δ w &NCFEEJOH w
$SPTT&OUSPQZ w 8.5ͷ2VBMJUZ&TUJNBUJPOͰਓखධՁͱͷ૬ؔΛ্ !2
/FVSBM/FUXPSLGFBUVSFT w &NCFEEJOHGFBUVSFT w ೖྗจग़ྗจͷதʹ͓͚Δ֤୯ޠͷຒΊࠐΈදݱΛநग़ w ฏۉΛऔΓɺจͷຒΊࠐΈදݱͱ͢Δ w ೖྗจɺग़ྗจͷຒΊࠐΈදݱΛDPODBUͯ͠ɺಛྔΛಘΔ
!3
/FVSBM/FUXPSLGFBUVSFT w $SPTT&OUSPQZGFBUVSFT w &NCFEEJOHGFBUVSFͰจ຺ͷ͕ؔߟྀ͞Εͳ͍ w ࿈ଓੑɺهԱੑΛ࣋ͭ3//-.͔Β$SPTT&OUSPQZΛநग़ !4
&YQFSJNFOU w ݴޠϖΞɿ&OHMJTI(FSNBO w 8PSEFNCFEEJOH 3//-.ͷUSBJO w &VSPQBSMW $PNNPO$SBXMDPSQVT
BOE/FXT$PNNFOUBSZW W ର༁ͷϖΞ 5SBJO %FW 5FTU &O%F %F&O !5
&YQFSJNFOU w ಛྔΛબʢΈ߹Θͤߟྀʣ w #BTFMJOF จͷ͞ɾɺ-.ͷ֬ͳͲछྨ w 8PSE7FD&NCFEEJOH w
3//-.$SPTT&OUSPQZ w நग़ͨ͠ಛྔΛ4VQQPSU7FDUPS3FHSFTTJPOʹ༻͍Δ w 2&Λߦ͍ɺਓखධՁͨ͠ςετηοτ)5&3ͱͷ%FMUB"WH ૬ؔ Ѝ Л ."& .FBO"WFSBHF&SSPS 3.4& 3PPU.FBO4RVBSF&SSPS ΛௐΔ !6
3FTVMU ߴ͍΄Ͳ˕ ͍΄Ͳ˕ !7
3FTVMU 8PSEWFD୯ମͰ #BTFMJOFΛ্ճͬͨ !8
3FTVMU 8PSEWFDΛج४ʹ͢Δͱ #BTFMJOFΛՃ͑ΔΑΓɺ 3//-.ΛՃ͑ͨํ͕ྑ͘ͳͬͨ !9
3FTVMU 8PSEWFD 3//-.ʹ #BTFMJOFΛՃ͑Δͱɺ είΞ͕͞Βʹྑ͘ͳͬͨ !10
$PODMVTJPO w /FVSBM/FUXPSLͷಛྔΛ2VBMJUZ&TUJNBUJPOʹద༻ w 8PSEWFD&NCFEEJOHGFBUVSFT w 3//-.$SPTT&OUSPQZGFBUVSFT w ࣮ݧͰ֤ಛྔͷ༗༻ੑΛ֬ೝ w
/FVSBM/FUXPSLͷಛྔͰ͋ΔͨΊɺݴޠʹґଘ͠ͳ͍ͷ͕ڧΈ !11