Jun Suzuki
Research Interests
Machine Learning mainly for Natural Language Processing
- Addressed natural language processing tasks
- Question answering system
- Question classification
- Answer selection
- Statistical machine translation
- Sentiment analysis
- Core Natural Language Processing Tasks
- POS tagging
- Chunking
- Named entity recognition
- Dependency parsing
- Research topics viewed from machine learning
- Design of kernel functions suitable for NLP
- Feature selection
- Structured prediction / Structured learning
- Maximal Figure-of-Merit training (aka Minimum error training)
- Semi-supervised learning
- Model size reduction
- Dual Decomposition / Augmented Lagrangean methods / Alternating
direction method of multipliers
Publications
- Journals
- 18, Katsuhiko Hayashi, Jun
Suzuki, Masaaki Nagata.
Shift-reduce Spinal TAG Parsing with Dynamic Programming
Transactions of the Japanese Society for Artificial Intelligence,
Vol. 31, No. 2, (2016)
[Abstract
| Bib]
- 17, Masaaki Nishino, Jun
Suzuki, Shunji Umetani, Tsutomu Hirao, and Masaaki Nagata.
Sequence Alignment as a Set Partitioning Problem
Journal of Natural Language Processing, to appear, in Japanese
[Abstract | Bib]
西野正彬, 鈴木潤, 梅谷俊治,
平尾努, 永田昌明.
集合分割問題に基づく文アラインメントのモデル化と高速な求解法
言語処理学会論文誌, to appear
[Abstract | Bib]
- 16, Tsutomu Hirao, Masaaki Nishino, Yasuhisa Yoshida, Jun
Suzuki, Norihito Yasuda, Masaaki Nagata.
Summarizing a Document by Trimming a Discourse Tree
IEEE/ACM Transaction Audio Speech and Language Processing, Vol. 23,
No. 11, pp. 2081-2092, 2015-11.
[Abstract
| Bib]
- 15, Jun Suzuki.
High-Performance Semi-Supervised Learning for Extremely Large
Data and Features
IIEEJ Transactions on Image Electronics and Visual Computing, Vol. 2
No. 2, pp. 122-133, 2014-12-15.
[Abstract
| Bib]
- 14, Katsuhiko Hayashi, Katsuhito Sudoh, Hajime Tsukada, Jun
Suzuki, and Masaaki Nagata.
Incremental Word Re-Ordering and Article Generation: Its
Application to Japanese-to-English Machine Translation
Journal of Natural Language Processing, Vol. 21, No. 5, pp.
1037-1057, (2014), in Japanese
[Abstract
| Bib]
林克彦, 須藤克仁, 塚田元, 鈴木潤,
永田昌明.
単語並べ替えと冠詞生成の同時逐次処理法: 日英機械翻訳への応用
言語処理学会論文誌, Vol. 21, No. 5, pp. 1037-1057, (2014)
[Abstract
| Bib]
- 13, Masaaki Nishino, Norihito Yasuda, Tsutomu Hirao, Jun
Suzuki, Masaaki Nagata.
Lagrangian Relaxation for Scalable Text Summarization while
Maximizing Multiple Objectives
Transactions of the Japanese Society for Artificial Intelligence,
Vol.28, No.5, pp.433-441, (2013)
[Abstract
| Bib]
(reprint) Information and Media Technologies, Vol. 8, No. 4, pp.
1017-1025, (2013)
[Abstract
| Bib]
- 12, Yoshihiko Suhara, Jun
Suzuki, Seiji Susaki.
Spam Detection Using Online Learning From Imbalanced Data with
the Focus on False Positive Rate
IPSJ Transactions on Databases (TOD), Vol. 6, No. 2, pp. 51-60,
(2013), in Japanese
[Abstract
| Bib]
数原良彦, 鈴木潤, 片岡良治.
`不均衡データにおける偽陽性率に着目したスパム判別器のオンライン学習'.
情報処理学会論文誌:データベース (TOD), Vol. 6, No. 2, pp. 51-60, (2013)
[Abstract
| Bib]
- 11, Yoshihiko Suhara, Jun
Suzuki, and Ryoji Kataoka.
Robust Online Learning to Rank via Selective Pairwise Approach
Based on Evaluation Measures
Transactions of the Japanese Society for Artificial Intelligence,
Vol.28, No.1, pp.22-33, (2013)
[Abstract
| Bib]
(reprint) Information and Media Technologies, Vol. 8, No. 1, pp.
118-129, (2013)
[Abstract
| Bib]
- 10, Hiroyuki Shindo, Tsutomu Hirao, Jun
Suzuki, Akinori, Fujino, Masaaki Nagata.
TripleEye: Mining Closed Itemsets with Minimum Length Thresholds
based on Ordered Inclusion Tree
IPSJ Transactions on Databases (TOD), Vol. 5, No. 3 pp. 15-25,
(2012)
[Abstract
| Bib]
- 9, Jun Suzuki,
Hideki Isozaki, Masaaki Nagata.
Learning High-performance Dependency Parsing Models by
Large-scale Semi-supervised Learning
IJSP Journal, Vol. 51, No. 11, pp. 1-14, (2011), in Japanese
[Abstract
| Bib]
鈴木潤, 磯崎秀樹,
永田昌明.
大規模データを用いた半教師あり学習による高精度係り受け解析モデルの学習
情報処理学会論文誌. Vol. 51, No. 11, pp. 1-14, (2011)
[Abstract
| Bib]
- 8, Jun Suzuki,
Hideki Isozaki.
Training Conditional Random Fields Based on Segment-Wise Maximum
Figure-of-Merit Functions
The IEICE Transactions (Japanese Edition), Vol. J94-D, No. 5, pp.
908-918, (2011), in Japanese
[Abstract:Link to
CiNii | Bib]
鈴木潤, 磯崎秀樹.
セグメント単位の評価指標最大化に基づく条件付確率場の学習
電子情報通信学会論文誌, Vol. J94-D, No. 5, pp. 908-918, (2011)
[Abstract:Link to
CiNii | Bib]
- 7, Tsutomu Hirao, Jun
Suzuki, Hideki Isozaki.
Automatic Summarization as a Combinatorial Optimization Problem
Transactions of the Japanese Society for Artificial Intelligence,
Vol. 24, No. 2, pp. 223-231, (2009), in Japanese
[Abstract
| Bib]
平尾努, 鈴木潤, 磯崎秀樹.
最
適化問題としての文書要約
人工知能学会論文誌, Vol. 24, No. 2, pp. 223-231, (2009)
[Abstract
| Bib]
- 6, Tsutomu Hirao, Jun
Suzuki, Hideki Isozaki.
A Syntax Free Approach for Sentence Compression
IPSJ Transactions on Databases (TOD), Vol. 2, No. 1, pp. 1-9, (2009)
[Abstract
| Bib]
平尾努, 鈴木潤, 磯崎秀樹.
構文情報に依存しない文短縮手法
情報処理学会論文誌:データベース(TOD), Vol. 2, No. 1, pp. 1-9, (2009)
[Abstract
| Bib]
- 5, Tsutomu Hirao, Jun
Suzuki, Hideki Isozaki.
A Discriminative Sentence Compression Method as Combinatorial
Optimization Problem
Transactions of the Japanese Society for Artificial Intelligence,
Vol. 22, No. 6A, pp. 574-584, (2007), in Japanese
[Abstract
| Bib]
平尾努, 鈴木潤, 磯崎秀樹.
識
別学習による組合せ最適化問題としての文短縮手法
人工知能学会論文誌, Vol. 22, No. 6A, pp. 574-584, (2007)
[Abstract
| Bib]
- 4, Tsutomu Hirao, Jun
Suzuki, Hideki Isozaki, Eisaku Maeda.
Automatic Sentence Alignment for Monolingual Corpora
IJSP Journal, Vol. 46, No. 10, pp. 2533-2545, (2005), in Japanese
[Abstract
| Bib]
平尾努, 鈴木潤, 磯崎秀樹,
前田英作.
単一言語コーパスにおける文の自動対応付け手法
情報処理学会論文誌. Vol. 46, No. 10, pp. 2533-2545, (2005)
[Abstract
| Bib]
- 3, Jun Suzuki,
Yutaka Sasaki, and Eisaku Maeda.
Hierarchical Directed Acyclic Graph Kernel
Systems and Computers in Japan, Vol. 37, No. 10, pp. 58-68, (2006)
[Abstract
| Bib]
鈴木潤, 佐々木裕, 前田英作.
階層非循環有向グラフカーネル
電子情報通信学会論文誌, Vol. J88-D2, No. 2, pp. 230-240, (2005)
[Abstract:Link to
CiNii | Bib]
- 2, Yutaka Sasaki, Hideki Isozaki, Jun
Suzuki, Koji Kokuryou, Tsutomu Hirao, Hideto Kazawa, Eisaku
Maeda.
SAIQA-II: A Trainable Japanese QA System with SVM
IPSJ Journal, Vol. 45, No. 2, pp. 635-646, (2004), in Japanese
[Abstract
| Bib]
佐々木裕, 磯崎秀樹, 鈴木潤,
国領弘治, 平尾努, 賀沢秀人, 前田英作.
SVM を用いた学習型質問応答システムSAIQA-II
情報処理学会論文誌, Vol. 45, No. 2, pp. 635-646, (2004)
[Abstract
| Bib]
- 1, Jun Suzuki,
Yutaka Sasaki, Eisaku Maeda.
Question Type Classification Using Word Attribute N-gram and
Statistical Machine Learning
IPSJ Journal, Vol. 44, No. 11, pp. 2839-2853, (2003), in Japanese
[Abstract
| Bib]
鈴木潤, 佐々木裕, 前田英作.
単語属性N-gramと統計的機械学習による質問タイプ同定
情報処理学会論文誌, Vol. 44, No. 11, pp. 2839-2853, (2003)
[Abstract
| Bib]
- (Refereed) International
Conferences and Workshops
AAAI | 2014
IJCAI | 2016
NIPS | 2003 | 2005
ACL | 2003 | 2004 | 2005 | 2006 | 2008 | 2009 | 2011 | 2013 | 2015 |
2016
NAACL:HLT | (2008) | (2011) | 2016
EMNLP | 2007a | 2007b | 2009 | 2013 | 2014
Coling | 2002 | 2004 | (2006)
IJCNLP | 2008 | (2009) | 2011 | (2015)
ECIR | 2013
Interspeech | 2014
- 2016
- 30, Jun Suzuki,
and Masaaki Nagata.
Learning
Compact NeuralWord Embeddings by Parameter Space Sharing
In Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence (IJCAI-2016)
[Abstract | Bib:Link
to dblp]
- 29, Jun Suzuki,
and Masaaki Nagata.
Right-truncatable
Neural Word Embeddings
In Proceedings of the 2016 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language
Technologies (NAACL-2016)
[Abstract | Bib
| Download (Right-truncatable embedding
vectors)]
- 28, Masaaki Nishino, Jun
Suzuki, and Masaaki Nagata.
Phrase
Table Pruning via Submodular Function Maximization
In Proceedings of the 54th Annual Meeting of the Association for
Computational Linguistics (ACL-2016)
[Abstract | Bib]
- 2015
- 27, Jun Suzuki,
and Masaaki Nagata.
A Unified
Learning Framework of Skip-Grams and Global Vectors
In Proceedings of the 53rd Annual Meeting of the Association for
Computational Linguistics and the 7th International Joint Conference
on Natural Language Processing (ACL/IJCNLP 2015)
[Abstract | Bib]
- 2014
- 26, Yasuhisa Yoshida, Jun
Suzuki, Tsutomu Hirao, and Masaaki Nagata.
Dependency-based
Discourse Parser for Single-Document Summarization
In Proceedings of the 2014 Conference on Empirical Methods in
Natural Language Processing (EMNLP 2014)
[Abstract | Bib]
- 25, Yotaro Kubo, Jun
Suzuki, Takaaki Hori, and Atsushi Nakamura.
Restructuring
Output Layers of Deep Neural Networks via Minimum Risk Parameter
Clustering
In Proceedings of the 15th Annual Conference of the International
Speech Communication Association (Interspeech 2014)
[Abstract
| Bib:Link
to dblp]
- 24, Jun Suzuki,
and Masaaki Nagata.
Fused
Feature Representation Discovery for High-dimensional and Sparse
Data
In Proceedings of the Twenty-Eighth AAAI Conference on Artificial
Intelligence (AAAI 2014)
[Abstract
| Bib]
- 2013
- 23, Jun Suzuki
and Masaaki Nagata.
Supervised
Model Learning with Feature Grouping based on a Discrete
Constraint
In Proceedings of the 51st Annual Meeting of the Association for
Computational Linguistics (ACL 2013)
[Abstract | Bib]
- 22, Katsuhiko Hayashi, Katsuhito Sudoh, Hajime Tsukada, Jun
Suzuki, and Masaaki Nagata.
Shift-Reduce
Word Reordering and Editing for Machine Translation
In Proceedings of the 2013 Conference on Empirical Methods in
Natural Language Processing (EMNLP 2013)
[Abstract | Bib]
- 21, Masaaki Nishino, Norihito Yasuda, Tsutomu Hirao, Jun
Suzuki, and Masaaki Nagata.
Text Summarization while Maximizing Multiple Objectives with
Lagrangian Relaxation
In Proceedings of 35th European Conference on IR Research (ECIR
2013)
[Abstract
| Bib]
- 2012
- 20, Norihito Yasuda, Masaaki Nishino, Tsutomu Hirao, Jun
Suzuki, and Ryoji Kataoka.
A Query-Focused Summarization Method that Guarantees the
Inclusion of Query Words
In Proceedings of 23rd International Workshop on Database and Expert
Systems Applications (DEXA 2012)
[Abstract
| Bib:Link
to ACM Digital Library]
- 2011
- 19, Kevin Duh, Jun
Suzuki, and Masaaki Nagata.
Distributed
Learning to Rank on Streaming Data using Alternating Direction
Method of Multipliers
In Proceedings of NIPS Big Learning Workshop
[Abstract |
Bib]
- 18, Jun Suzuki,
Kevin Duh, and Masaaki Nagata.
Distributed
Minimum Error Rate Training of SMT using Particle Swarm
Optimization
In Proceedings of 5th International Joint Conference on Natural
Language Processing (IJCNLP 2011)
[Abstract | Bib]
- 17, Jun Suzuki,
Hideki Isozaki, and Masaaki Nagata.
Learning
Condensed Feature Representations from Large Unsupervised Data
Sets for Supervised Learning
In Proceedings of the 49th Annual Meeting of the Association for
Computational Linguistics: Human Language Technologies (ACL-HLT
2011)
[Abstract | Bib]
- 2009
- 16, Jun Suzuki,
Hideki Isozaki, Xavier, Carreras and Michael Collins.
An
Empirical Study of Semi-supervised Structured Conditional Models
for Dependency Parsing
In Proceedings of the 2009 Conference on Empirical Methods in
Natural Language Processing (EMNLP 2009)
[Abstract | Bib]
- 15, Tsutomu Hirao, Jun
Suzuki, and Hideki Isozaki.
A
Syntax-Free Approach to Japanese Sentence Compression
In Proceedings of the Joint Conference of the 47th Annual Meeting of
the ACL and the 4th International Joint Conference on Natural
Language Processing of the AFNLP (ACL-IJCNLP 2009)
[Abstract | Bib]
- 2008
- 14, Jun Suzuki,
and Hideki Isozaki.
Semi-Supervised
Sequential Labeling and Segmentation using Giga-word Scale
Unlabeled Data
In Proceedings of the 46th Annual Meeting of the Association for
Computational Linguistics: Human Language Technologies (ACL-08:HLT)
[Abstract | Bib]
- 13, Akinori Fujino, Jun
Suzuki, and Hideki Isozaki.
Multi-label
Text Categorization with Model Combination based on $F_1$-score
Maximization
In Proceedings of Third International Joint Conference on Natural
Language Processing (IJCNLP 2008)
[Abstract | Bib:Link
to dblp]
- 2007
- 12, Jun Suzuki,
Akinori Fujino, and Hideki Isozaki.
Semi-Supervised
Structured Output Learning based on a Hybrid Generative and
Discriminative Approach
In Proceedings of the 2007 Joint Conference on Empirical Methods in
Natural Language Processing and Computational Natural Language
Learning (EMNLP-CoNLL 2007)
[Abstract | Bib]
- 11, Taro Watanabe, Jun
Suzuki, Hajime Tsukada, and Hideki Isozaki.
Online
Large-Margin Training for Statistical Machine Translation
In Proceedings of the 2007 Joint Conference on Empirical Methods in
Natural Language Processing and Computational Natural Language
Learning (EMNLP-CoNLL 2007)
[Abstract | Bib]
- 2006
- 10, Jun Suzuki,
Erik McDermott, and Hideki Isozaki.
Training
Conditional Random Fields with Multivariate Evaluation Measures
In Proceedings of the 21st International Conference on Computational
Linguistics and 44th Annual Meeting of the Association for
Computational Linguistics (COLING/ACL 2006)
[Abstract | Bib]
- 9, Norihito Yasuda, Tsutomu Hirao, Jun
Suzuki, and Hideki Isozaki.
Identifying
Bloggers' Residential Area
In Proc. of AAAI 2006 spring symposia
[Abstract
| Bib:Link
to dblp]
- 2005
- 8, Jun Suzuki
and Hideki Isozaki.
Sequence and Tree Kernels with Statistical Feature Mining
In Proceedings of the 19th Annual Conference on Neural Information
Processing Systems (NIPS 2005)
[Abstract
| Bib]
- 7, Taku Kudo, Jun
Suzuki, and Hideki Isozaki.
Boosting-based
Parse Reranking with Subtree Features
In Proceedings of the 43rd Annual Meeting of the Association for
Computational Linguistics (ACL 2005)
[Abstract | Bib]
- 2004
- 6, Tsutomu Hirao, Jun
Suzuki, Hideki Isozaki, and Eisaku Maeda.
Dependency-based
Sentence Alignment for Multiple Document Summarization
In Proceedings of the 20th International Conference on Computational
Linguistics (COLING 2004)
[Abstract | Bib]
- 5, Jun Suzuki,
Hideki Isozaki, and Eisaku Maeda,
Convolution
Kernels with Feature Selection for Natural Language Processing
Tasks
In Proceedings of the 42nd Meeting of the Association for
Computational Linguistics (ACL 2004)
[Abstract | Bib]
- 2003
- 4, Jun Suzuki,
Yutaka Sasaki, and Eisaku Maeda.
Kernels for Structured Natural Language Data
In Proceedings of the 17th Annual Conference on Neural Information
Processing Systems (NIPS 2003)
[Abstract
| Bib]
- 3, Jun Suzuki,
Hirotoshi Taira, Yutaka Sasaki, and Eisaku Maeda.
Question
Classification using HDAG Kernel
In Proceedings of the ACL 2003 Workshop on Multilingual
Summarization and Question Answering
[Abstract | Bib]
- 2, Jun Suzuki,
Tsutomu Hirao, Yutaka Sasaki, and Eisaku Maeda.
Hierarchical
Directed Acyclic Graph Kernel: Methods for Structured Natural
Language Data
In Proceedings of the 41th Annual Meeting of Association for
Computational Linguistics (ACL 2003)
[Abstract | Bib]
- 2002
- 1, Jun Suzuki,
Yutaka Sasaki, and Eisaku Maeda.
SVM
Answer Selection for Open-Domain Question Answering
In Proceedings of the 19th International Conference on Computational
Linguistics (COLING 2002)
[Abstract | Bib:Link
to dblp]
- Evaluation Workshops
NIST MTeval | 2005 | 2006
IWSLT | 2005 | 2006 | 2007 | 2008
NTCIR | 2013 | 2014
DUC | 2003 | 2004
- 2014
- 10, Akinori Fujino, Jun
Suzuki, Tsutomu Hirao, Hisashi Kurasawa and Katsuyoshi
Hayashi.
SCT-D3 at the NTCIR-11 MedNLP-2 Task
In Proceedings of the 11th NTCIR Conference on Evaluation of
Information Access Technologies (NTCIR11)
[Abstract
| Bib:Link
to dblp]
- 2013
- 9, Katsuhito Sudoh, Jun
Suzuki, Hajime Tsukada, Masaaki Nagata, Sho Hoshino and
Yusuke Miyao.
NTT-NII Statistical Machine Translation for NTCIR-10 PatentMT
In Proceedings of the 10th NTCIR Conference on Evaluation of
Information Access Technologies (NTCIR10)
[Abstract
| Bib:Link
to dblp]
- 2008
- 8, Katsuhito Sudoh, Taro Watanabe, Jun
Suzuki, Hajime Tsukada, and Hideki Isozaki.
NTT Statistical Machine Translation System for IWSLT 2008
In Proceedings of International Workshop on Spoken Language
Translation (IWSLT 2008)
[Abstract
| Bib:Link
to dblp]
- 2007
- 7, Taro Watanabe, Jun
Suzuki, Katsuhito Sudoh, Hajime Tsukada, Hideki Isozaki,
and Masaaki Nagata.
Larger Feature Set Approach for Machine Translation in IWSLT 2007
In Proceedings of International Workshop on Spoken Language
Translation (IWSLT 2007)
[Abstract
| Bib:Link
to dblp]
- 2006
- 6, Taro Watanabe, Jun
Suzuki, and Hajime Tsukada.
NTT Statistical Machine Translation System
The NIST 2006 Machine Translation Evaluation (MT Eval)
[Abstract | Bib]
- 5, Taro Watanabe, Jun
Suzuki, Hajime Tsukada, and Hideki Isozaki.
NTT Statistical Machine Translation for IWSLT 2006
In Proceedings of International Workshop on Spoken Language
Translation (IWSLT 2006)
[Abstract
| Bib:Link
to dblp]
- 2005
- 4, Hajime Tsukada, Taro Watanabe, Jun
Suzuki, Hideto Kazawa, and Hideki Isozaki.
The NTT Statistical Machine Translation System for IWSLT2005
In Proceedings of International Workshop on Spoken Language
Translation (IWSLT 2005)
[Abstract
| Bib:Link
to dblp]
- 3, Hajime Tsukada, and
Jun Suzuki.
"NTT Site Report".
The NIST 2005 Machine Translation Evaluation (MT Eval)
[Abstract |Bib]
- 2004
- 2, Tsutomu Hirao, Jun
Suzuki, Hideki Isozaki, and Eisaku Maeda.
NTT'S
Multiple Document Summarization System for DUC2004
In Proceedings of the 4th Document Understanding Conference (DUC
2004)
[Abstract | Bib]
- 2003
- 1, Tsutomu Hirao, Jun
Suzuki, Hideki Isozaki, and Eisaku Maeda.
NTT's
Multiple Document Summarization System for DUC2003
In Proceedings of the 3rd Document Understanding Conference (DUC
2003)
[Abstract | Bib]
- Demonstrations
- 2002
- 2, Yutaka Sasaki, Kouji Kokuryou, Hideki Isozaki, Tsutomu Hirao, Jun Suzuki, and Eisaku
Maeda.
SAIQA-II: A Trainable Question Answering System
In Demonstrations at Coling 2002.
[Abstract | Bib]
- Technical Reviews
- Masaaki Nagata, Katsuhito Sudoh, Jun
Suzuki, Yasuhiro Akiba, Tsutomu Hirao, and Hajime Tsukada.
Recent
Innovations in NTT’s Statistical Machine Translation
NTT Technical Review, Vol. 11, No. 12, (2013)
[Abstract
| Bib]
- 永田昌明, 須藤克仁, 鈴木潤,
秋葉泰弘, 平尾努, 塚田元.
革
新的発展期を迎えた統計翻訳
NTT技術ジャーナル, Vol. 25, No. 9, (2013)
[Abstract
| Bib]
- 塚田元, 渡辺太郎, 鈴木潤,
永田昌明, 磯崎秀樹.
統
計的機械翻訳
NTT技術ジャーナル, Vol. 19, No.6, (2007)
[Abstract
| Bib]
- 前田英作, 磯崎秀樹, 佐々木裕, 賀沢秀人, 平尾努, 鈴
木潤.
質問応答システム:SAIQA―何でも答える物知り博士
NTT R&D, Vol. 52, No. 2, pp. 122-133, (2003)
[Abstract | Bib]
-
Invided Talks
- 8,
NAACL 2016 ~会議概要と研究傾向分析~
,
第9回テキストマイニング・シンポジウム 国際会議報告 [Link],
2016/09/09
[Slide]
- 7,
Learning Compact Neural Word Embeddings by Parameter Space
Sharing+IJCAI-2016参加レポート
,
河原林ERATO グラフマイニング&WEB&AIセミナー, 2016/07/25
[Slide]
- 6,
単語埋め込みベクトル獲得法の現状といくつかの考察
,
産総研人工知能セミナー 第7回AIセミナー 「自然言語処理のAIの最新動向」 [Link],
2016/06/21
[Slide]
- 5,
Supervised Model Learning with Feature Grouping based on a
Discrete Constraint
NII Shonan Meeting, Discrete Algorithms Meet Machine Learning [Link],
2013/08/10-13
[Slide]
- 4, 大規模教師なしデータからの縮約素性表現学習
名古屋地区NLPセミナー 第9回, 2011/08/03
[Slide]
- 3,
Semi-supervised Structured Output Learning using Giga-scale
Unlabeled Data
生命情報工学研究センター セミナー講演, [Link], 2008/
[Slide]
- 2,
半教師あり学習による分類法: -現状と自然言語処理への適用-
言語処理学会第14回年次大会(NLP2008) チュートリアル [Link],
2008/03/17
[Slide]
- 1,
Semi-supervised Structured Output Learning
Tokyo Forum on Advanced NLP and TM [Link],
2008/02/12,13
[Slide]
Program comitee member for conferences and
journals
ICML | 2016
AAAI | 2016 | 2017
AISTATS | 2017
ACL | 2006 | 2009 | 2011 | 2012 | 2014 | 2015 | 2016
NAACL:HLT |
(2011) | 2013 | 2016
EACL | 2014
EMNLP | 2007 | 2012 | 2013 | 2014
COLING | (2006) | 2008 | 2012 | 2014
IJCNLP | (2009) | 2013 | (2015)
CICLing | 2011 | 2012 | 2015 | 2016
MLSP | 2011
CoNLL | (2007) | 2009 | 2011 | (2012)
Jun Suzuki
NTT Communication
Science Laboratories
Innovative
Communication Laboratory
Linguistic
Intelligence Research Group
E-mail: suzuki [dot] jun [at] lab [dot] ntt [dot] co [dot] jp