Publications
International Conferences
- Soichiro Murakami, Akihiko Watanabe, Akira Miyazawa, Keiichi
Goshima,
Toshihiko Yanase, Hiroya Takamura and Yusuke Miyao.
``Learning to generate market comments from stock prices'',
In Proceedings of the 55th Annual Meeting of the Association for
Computational Linguistics (ACL2017) , pages ??--??, 2017.
- Shun Hasegawa, Yuta Kikuchi, Hiroya Takamura and Manabu
Okumura.
``Japanese Sentence Compression with a Large Training Dataset'',
In Proceedings of the 55th Annual Meeting of the Association for
Computational Linguistics (ACL2017) , pages ??--??, 2017.
- Masanori Hayashi, Ryohei Sasano, Hiroya Takamura and Manabu
Okumura.
``Judging CEFR Levels of English Learner's Essays Based on Error-type
Identification and Text Quality Measures'',
In Proceedings of the International Conference on Intellignet Text
Processing and Computational Linguistics (CICLing-2017), pages
--, 2017.
- Hiroya Takamura, Ryo Nagata and Yoshifumi Kawasaki.
``Analyzing Semantic Change in Japanese Loanwords'',
In Proceedings of the 15th Conference of the European Chapter of the
Association for Computational Linguistics (EACL2017) , pages
1195--1204, April 2017.
- Yuta Kikuchi, Graham Neubig, Ryohei Sasano, Hiroya Takamura and
Manabu Okumura,
``Controlling Output Length in Neural Encoder-Decoders'',
In Proceedings of the Conference on Empirical Methods in Natural
Language Processing (EMNLP 2016), pp. 11328--1338, November
2016.
- Hidetaka Kamigaito, Akihiro Tamura, Hiroya Takamura, Manabu Okumura
and
Eiichiro Sumita,
``Unsupervised Word Alignment by Agreement Under ITG Constraint'',
In Proceedings of the Conference on Empirical Methods in Natural
Language Processing (EMNLP 2016), pp. 1998--2004, November
2016.
- Yuta Kikuchi, Akihiko Watanabe, Ryohei Sasano, Hiroya Takamura and
Manabu Okumura,
``Learning from Numerous Untailored Summaries'',
In Proceedings of The 14th Pacific Rim International Conferences on
Artificial Intelligence (PRICAI 2016), pp. 206--219 , August
2016.
- Miho Matsunagi, Ryohei Sasano, Hiroya Takamura and Manabu
Okumura,
``Acquiring Activities of People Engaged in Certain Occupations'',
In Proceedings of The 14th Pacific Rim International Conferences on
Artificial Intelligence (PRICAI 2016), pp. 327--339 , August
2016.
- Hiroya Takamura, Ryo Nagata and Yoshifumi Kawasaki.
"Discriminative Analysis of Linguistic Features for Typological
Study",
(to appear), In Proceedings of the 10th International Conference on
Language Resources and Evaluation, 2016.
- Yuma Tsukamoto, Ryohei Sasano, Hiroya Takamura and Manabu
Okumura,
"Collecting Microblog Posts Implicitly Related to an Announcement
Post",
In IEEE/WIC/ACM International Joint Conferences on Web Intelligence
(WI) and Intelligent Agent Technologies (IAT) 2015, pp. --, 2015.
- Hidetaka Kamigaito, Taro Watanabe, Hiroya Takamura, Manabu
Okumura, Eiichiro Sumita
"Hierarchical Back-off Modeling of Hiero Grammar based on Non-parametric
Bayesian Model",
In Proceedings of the 2015 Conference on Empirical Methods in Natural
Language Processing , pages 1217-–1227, Lisbon, Portugal, 17-21
September 2015.
[pdf]
- Hiroya Takamura and Jun'ichi Tsujii,
"Estimating numerical attributes by bringing together fragmentary
clues",
In Proceedings of the Human Language Technologies: The Annual
Conference of the North American Chapter of the Association for
Computational Linguistics (NAACL-HLT2015), pages --, 2015.
[pdf]
- Andrew Shin, Ryohei Sasano, Hiroya Takamura and Manabu Okumura,
"Context-dependent automatic response generation using statistical
machine translation techniques",
In Proceedings of the Human Language Technologies: The Annual
Conference of the North American Chapter of the Association for
Computational Linguistics (NAACL-HLT2015), pages --, 2015.
[pdf]
- Hiromu Sugawara, Ryohei Sasano, Hiroya Takamura and Manabu
Okumura,
"Context Representation with Word Embeddings for WSD",
In Proceedings of the Conference of the Pacific Association for
Computational Linguistics (PACLING2015), pages --, 2015.
- Hidetaka Kamigaito, Taro Watanabe, Hiroya Takamura and Manabu
Okumura,
"Unsupervised word alignment using frequency constraint in posterior
regularized EM",
EMNLP 2014.
[pdf]
- Akihiko Watanabe, Ryohei Sasano, Hiroya Takamura and Manabu
Okumura,
"Generating personalized snippets for web page recommender systems",
Web Intelligence, 2014.
- Yuta Kikuchi, Tsutomu Hirao, Hiroya Takamura, Manabu Okumura and
Masaaki Nagata,
"Single document summarization based on nested tree structure",
In Proceedings of the 52st Annual Meeting of the Association for
Computational Linguistics (ACL2014) , pp. --, 2014.
[pdf]
- Saya Kanno, Takayuki Itoh and Hiroya Takamura,
"Music synthesis based on impression and emotion of input
documents,",
In Proceedings of NICOGRAPH International 2014.
- Yuta Kikuchi, Hiroya Takamura, Manabu Okumura and Satoshi
Nakazawa,
"Identifying a Demand towards a Company in CGM",
In Proceedings of the CICLing 2014.
- Mitsumasa Kubo, Ryohei Sasano, Hiroya Takamura and Manabu Okumura,
"Generating Live Sports Updates from Twitter by Finding Good Reporters",
In IEEE/WIC/ACM International Joint Conferences on Web Intelligence
(WI) and Intelligent Agent Technologies (IAT) 2013, pp. 527--534,
November, 2013.
[pdf]
- Braja G. Patra, Hiroya Takamura Dipankar Das, Manabu Okumura and
Sivaji Bandyopadhyay,
"Construction of Emotional Lexicon Using Potts Model",
In Proceedings of the International Joint Conference on Natural
Language Processing (IJCNLP-2013), October, 2013.
- Akihiro Tamura, Taro Watanabe, Eiichiro Sumita, Hiroya Takamura and
Manabu Okumura,
"Part-of-Speech Induction in Dependency Trees for Statistical Machine
Translation ",
In Proceedings of the 51st Annual Meeting of the Association for
Computational Linguistics (ACL2013) , pp. 841--851, August 2013. [pdf]
- Hajime Morita, Ryohei Sasano, Hiroya Takamura and Manabu Okumura,
"Subtree Extractive Summarization via Submodular Maximization",
In Proceedings of the 51st Annual Meeting of the Association for
Computational Linguistics (ACL2013) , pp. 1023--1032, August 2013.
[pdf]
- Hajime Morita, Ryohei Sasano, Hiroya Takamura and Manabu
Okumura,
"TTOKU Summarization Based Systems at NTCIR-10 1CLICK-2 task",
In Proceedings of the 10th NTCIR Conference, pp. 212--217, June
2013.
- Hiroaki Kawasaki, Ryohei Sasano, Hiroya Takamura and Manabu Okumura,
"Generating "A for Alpha" When There Are Thousands of Characters",
In Proceedings of the 24th International Conference on Computational
Linguistics, pp. 1411--1424, December, 2012.
[pdf]
- Takuma Goto, Yoshiyuki Kabashima and Hiroya Takamura,
"Statistical Mechanical Analysis of Semantic Orientations on Lexical
Network",
In Proceedings of the 24th International Conference on Computational
Linguistics, pp. 977--994, December, 2012.
[pdf]
- Takuya Makino, Hiroya Takamura and Manabu Okumura,
"Balanced Coverage of Aspects for Text Summarization",
In Proceedings of the 21st ACM Conference on Information and
Knowledge Management (CIKM 2012), short paper, pp. 1742--1746,
October 2012.
[pdf]
- Takuma Igarashi, Ryohei Sasano, Hiroya Takamura and Manabu
Okumura,
"The Use of Sound Symbolism in Sentiment Classification",
12th Pacific Rim International Conference on Artificial
Intelligence, short paper, September 2012.
[pdf]
- Tomoya Iwakura, Hiroya Takamura and Manabu Okumura,
"A Named Entity Recognition Method based on Decomposition and
Concatenation of Word Chunks",
In Proceedings of the International Joint Conference on Natural
Language Processing (IJCNLP 2011), 2012.
[pdf]
- Hiroya Takamura and Manabu Okumura,
"Summarizing a document stream",
In Proceedings of the 33rd European Conference on Information
Retrieval (ECIR 2011), pages 177--188, April 2011.
[pdf]
- Ken Hagiwara, Hiroya Takamura and Manabu Okumura,
"Constructing Blog Entry Classifiers using Blog-level Topic Labels",
In Proceedings of the Sixth Asia Information Retrieval Societies
Conference (AIRS 2010),
poster paper, December 2010.
- Hiroya Takamura and Manabu Okumura,
"Learning to Generate Summary as Structured Output",
In Proceedings of the 19th ACM Conference on Information and
Knowledge Management (CIKM 2010), short paper, pp. --, October 2010.
- Zhikov Valentin, Hiroya Takamura and Manabu Okumura,
"An Efficient Algorithm for Unsupervised Word Segmentation with
Branching Entropy and MDL",
In Proceedings of the Conference on Empirical Methods in Natural
Language Processing (EMNLP 2010), pp. 832--842, October 2010.
- Dittaya Wanvarie, Hiroya Takamura, Manabu Okumura,
"Active Learning for Sequence Labelling with Probability
Re-estimation",
In Proceedings of The 11th Pacific Rim International Conferences on
Artificial Intelligence (PRICAI 2010), pp. -- , August 2010.
- Hiroya Takamura and Manabu Okumura,
"Text Summarization Model based on the Budgeted Median Problem",
In Proceedings of the 18th ACM Conference on Information and
Knowledge Management (CIKM 2009), short paper, November 2009.
- Hajime Morita, Hiroya Takamura, and Manabu Okumura,
"Structured Output Learning with Polynomial Kernel",
In Proceedings of the Recent Advances in Natural Language Processing
(RANLP 2009) , 2009.
- Tanasanee Phienthrakul, Boonserm Kijsirikul, Hiroya Takamura, and Manabu Okumura,
"Sentiment Classification with SVMs and Evolutionary Combined Kernels",
In Proceedings of the JCSSE 2009, pages ??--??, Thailand,
May. 2009. [ps][pdf]
- Kritsada Sriphaew, Hiroya Takamura, and Manabu Okumura,
"Cool Blog Classification from Positive and Unlabeled Examples",
In Proceedings of the 13th Pacific-Asia International Conference on
Knowledge Discovery and Data Mining (PAKDD), pages ??--??, Thailand,
Apr. 2009. [ps][pdf]
- Hiroya Takamura, Manabu Okumura,
"Text Summarization Model based on Maximum Coverage Problem and its Variant",
In Proceedings of the 14th Conference of the European Chapter of the
Association for Computational Linguistics (EACL2009) , pages 781--789,
2009. [pdf]
- Kritsada Sriphaew, Hiroya Takamura, and Manabu Okumura,
"Cool Blog Identification using Topic-based Models",
In Proceedings of the International Conference on Web Intelligence, pages ??--??, Australia, Dec. 2008. [ps][pdf]
- Daisuke Ikeda, Hiroya Takamura, and Manabu Okumura,
"Semi-supervised Learning for Blog Classification",
In Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, pages ??--??, Chicago, USA, June 2008. [ps][pdf]
- Daisuke Ikeda, Hiroya Takamura, Lev-Arie Ratinov and Manabu Okumura,
"Learning to Shift the Polarity of Words for Sentiment Classification",
In Proceedings of the 3rd International Joint Conference on Natural
Language Processing (IJCNLP-08), pages ??--??, Hyderabad, India,
January 2008.
[pdf]
- Yasunari Miyabe, Hiroya Takamura, and Manabu Okumura,
"Identifying Cross-Document Relations between Sentences",
In Proceedings of the 3rd International Joint Conference on Natural Language Processing (IJCNLP-08), pages ??--??, Hyderabad, India, January 2008. [ps][pdf]
- Akihiro Tamura, Hiroya Takamura, and Manabu Okumura,
"Japanese Dependency Analysis Using Ancestor-Descendant Relations",
In Proceedings of the Conference on Empirical Methods in Natural
Language Processing (EMNLP), pages --, Prag, June, 2007.
[ACL Anthology]
- Hiroya Takamura, Takashi Inui and Manabu Okumura,
"Extracting Semantic Orientations of Phrases from Dictionary",
In Proceedings of the Human Language Technologies: The Annual
Conference of the North American Chapter of the Association for
Computational Linguistics (NAACL-HLT2007), pages --, April,
2007.
[pdf]
- Takashi Inui, Hiroya Takamura, and Manabu Okumura,
"Latent Variable Models for Causal Knowledge Acquisition",
In Proceedings of the 7th International Conference on Intellignet
Text Processing and Computational Linguistics (CICLing-2007).
- Taichi Noro, Takashi Inui, Hiroya Takamura, and Manabu Okumura,
"Time Period Identificaiton of Events in Text",
In Proceedings of the 21st International Conference on Computational
Linguistics and 44th Annual Meeting of the Association for Computational
Linguistics (COLING-ACL'06) , pages 1153--1160, 2006.
- Hiroya Takamura, Takashi Inui, Manabu Okumura,
"Latent Variable Models for Semantic Orientations of Phrases",
In Proceedings of the 11th Conference of the European Chapter of the
Association for Computational Linguistics (EACL2006) , pages 201--208,
2006.
[ps]
[pdf]
[ACL Anthology]
- Yasuhiro Suzuki, Hiroya Takamura, and Manabu Okumura,
"Application of Semi-supervised Learning to Evaluative Expression
Classification",
In Proceedings of the 6th International Conference on Intelligent
Text Processing and Computational Linguistics (CICLing-2006), pages
502--513, Mexico
city, 2006.
- Akihiro Tamura, Hiroya Takamura, and Manabu Okumura,
"Classification of Multiple-Sentence Questions",
In Proceedings of the 2nd International Joint Conference on Natural
Language Processing (IJCNLP-05), pages 426--437, Jeju Island,
Korea, October 2005.
[pdf]
- Hiroya Takamura, Takashi Inui, Manabu Okumura,
"Extracting Semantic Orientations of Words using Spin Model",
In Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL2005) ,
pages 133--140, 2005.
[pdf]
[Semantic Orientations of Words]
- Shotaro Matsumoto, Hiroya Takamura, Manabu Okumura,
"Sentiment Classification using Word Sub-Sequences and Dependency Sub-Trees",
In Proceedings of the 9th Pacific-Asia International Conference on Knowledge Discovery and Data Mining (PAKDD-05),
pages 301--310, 2005.
[pdf]
- Kazuko Takahashi, Hiroya Takamura, Manabu Okumura,
"Automatic Occupation Coding with Combination of Machine Learning and Hand-Crafted Rules",
In Proceedings of the 9th Pacific-Asia International Conference on Knowledge Discovery and Data Mining (PAKDD-05),
pages 269--279, 2005.
[pdf]
- Hiroya Takamura, Takashi Inui, Manabu Okumura,
"Extracting Emotional Polarity of Words using Spin Model",
In Proceedings of the Joint Workshop of Vietnamese Society of
AI, SIGKBS-JSAI, ICS-IPSJ and IEICE-SIGAI on Active Mining (AM2004),
pages 207--212, 2004. [ps][pdf] (see the paper presented in ACL05).
- Yuki Tanaka, Hiroya Takamura, Manabu Okumura,
"Extraction and Classification of Facemarks with Kernel Methods",
In Proceedings of the International Conference on Intelligent User Interfaces (IUI2005),
pages 28--34, 2005.
[ps]
[pdf]
- Hiroya Takamura, Yuji Matsumoto, Hiroyasu Yamada,
"Modeling Category Structures with a Kernel Function",
In Proceedings of Computational Natural Language Learning (CoNLL),
pages 57--64, 2004.
[ps]
[pdf]
- Hiroya Takamura, Manabu Okumura,
"A Comparative Study on the Use of Labeled and Unlabeled Data for
Large Margin Classifiers",
In Proceedings of the 1st International
Joint Conference on Natural Language Processing (IJCNLP2004),
pages 620--625, 2004.
[ps]
[pdf]
- Ryu Iida, Kentaro Inui, Hiroya Takamura and Yuji Matsumoto,
"Incorporating Contextual Clues in Trainable Models for Coreference
Resolution",
In Proceedings of Workshop on The Computational Treatment of Anaphora,
pages 23--30, 2003.
[ps.gz]
[pdf]
- Hiroya Takamura and Yuji Matsumoto,
"Two-dimensional Clustering for Text Categorization",
In Proceedings of Sixth Conference on
Natural Language Learning (CoNLL-2002), Taipei, Taiwan, pages
29--35, August-September 2002.
[ps]
[pdf]
- Hiroya Takamura, Hiroyasu Yamada, Taku Kudoh, Kaoru Yamamoto and
Yuji Matsumoto,
"Ensembling based on Feature Space Restructuring
with Application to WSD",
In Proceedings of the Sixth Natural
Language Processing Pacific Rim Symposium (NLPRS2001), Tokyo,
pages 41--48, November 2001.
- Hiroya Takamura and Yuji Matsumoto,
"Feature Space Restructuring
for SVMs with Application to Text Categorization",
In Proceedings of 2001 Conference on Empirical Methods in Natural
Language Processing (EMNLP), pages 51--57, Pittsburgh, June
2001.
Domestic Journals and Conferences (in Japanese)
- Hiroya Takamura, Takashi Inui and Manabu Okumura
"Extracting Semantic Orientations Using Spin Model" (in Japanese),
Information Processing Society of
Japan (IPSJ) Journal, Vol. 47, No. 2, pages 627--637, 2006. [ps][pdf]
- Hiroya Takamura and Yuji Matsumoto,
"Co-clustering for Text
Categorization" (in Japanese),
Information Processing Society of
Japan (IPSJ) Journal, Vol. 44, No. 2, pages 443--450, 2003. [ps]
- Hiroya Takamura and Yuji Matsumoto,
"Constructive Induction and
Text Categorization with SVMs" (in Japanese),
Information
Processing Society of Japan (IPSJ) Transactions on Database,
Vol. 44, No. SIG 3 (TOD17), 2003. [ps]
- Kazuko Takahashi, Hiroya Takamura, Manabu Okumura,
"Classification of Respondenses to Open-ended Questions with
Machine Learning and Hand-Crafted Rules : Automatic Occupation
Coding Methods",
Sociological Theory and Methods,
vol. 19, No. 2, pp.177--196, 2004e
- Hiroya Takamura and Yuji Matsumoto,
"Two-dimensional Clustering for Text Categorization" (in Japanese),
Information Processing Society of Japan, Special Interest Group on Natural Language Processing (IPSJ-SIGNL), 2002-NL-149, 2002.
- Hiroya Takamura, Hiroyasu Yamada, Taku Kudo, Kaoru Yamamoto and
Yuji Matsumoto,
"Word Sense Disambiguation based on Feature Space Restructuring"
(in Japanese),
Information Processing Society of Japan, Special Interest Group on Natural Language Processing (IPSJ-SIGNL), 2001-NL-144, 2001.
- Hiroya Takamura and Yuji Matsumoto,
"Feature Space Restructuring for SVMs with Application to Text
Categorization" (in Japanese),
Information Processing Society of Japan, Special Interest Group on Natural Language Processing (IPSJ-SIGNL), 2001-NL-143, 2001.
- Hiroya Takamura and Kokichi Sugihara,
"Quantification of Syntactic Information and its Application to
Language Comparison" (in Japanese),
Information Processing Society of Japan, Special Interest Group on Natural Language Processing (IPSJ-SIGNL), 2000-NL-138, 2000.
- Yuji Matsumoto, Taku Kudo, Hiroya Takamura, Hiroyasu Yamada and
Tetsuji Nakagawa,
"System Ensemble Methods in Natural Language Processing" (in
Japanese),
Proceedings of 2001 Workshop on Information-Based Induction Sciences (IBIS2001), pages 19--24, 2001.
- Hiroshi Sasaki, Hiroya Takamura and Yuji Matsumoto,
"Active Learning for Text Categorization using SVMs and Clustering"
(in Japanese),
in Proceedings of Forum on Information Technology (FIT) 2002, Volume 2, E-9, pages 99--100, 2002.
- Ryu Iida, Kentaro Inui, Hiroya Takamura and Yuji Matsumoto,
"One Method for Resolving Japanese Zero Pronouns with Machine Learning
Model",
Information Processing Society of Japan, Special
Interest Group on Natural Language Processing (IPSJ-SIGNL),
2003-NL-154, 2003. [ps.gz]
[pdf]
- Ryu Iida, Hiroya Takamura, Kentaro Inui and Yuji Matsumoto,
"Zero-pronoun Resolution with Machine Learning Approach
Incorporating Contextual Information" (in Japanese),
in
Proceedings of the Ninth Annual Meeting of the Association for
Natural Language Processing, 2003.
[ps.gz]
[pdf]
- Kazuko Takahashi, Hiroya Takamura, Manabu Okumura,
"Occupation
Coding with Machine Learning - comparison with a rule-based system
-",
Proceedings of the 36th Meeting on Mathematical
Sociology, 2003.
- Takeshi Abekawa, Hidetsugu Nanba, Hiroya Takamura, Manabu Okumura,
"Automatic Extraction of Bibliography with Machine Learning" (in
Japanese),
in Information Processing Society of Japan, Special
Interest Group on Natural Language Processing (IPSJ-SIGNL),
2003-NL-157, 2003. [pdf]
- Hiroya Takamura, Yuji Matsumoto, Hiroyasu Yamada,
"Modeling a Category Structure with a Kernel Function" (in
Japanese),
in Information Processing Society of Japan, Special
Interest Group on Natural Language Processing (IPSJ-SIGNL),
2003-NL-158, 2003. [ps] [pdf]
- Hiroya Takamura, Takashi Inui, Manabu Okumura
"Latent Variable Model for Semantic Orientations of Phrases",
In Information Processing Society of Japan, Special Interest Group on Natural Language Processing (IPSJ-SIGNL),
2005-NL-169, pp. 141--148,
July 2005.
- Taichi Noro, Takashi Inui, Hiroya Takamura, Manabu Okumura
"Temporal Processing of Events in Text",
In Information Processing Society of Japan, Special Interest
Group on Natural Language Processing (IPSJ-SIGNL), 2005-NL-170,
pp. ??--??, November 2005.
[ps]
[pdf]
- Yasunari Miyabe, Hiroya Takamura, Manabu Okumura
"Identifying a Cross-Document Relation between Sentences",
Information Processing Society of Japan, Special Interest Group on Natural Language Processing (IPSJ-SIGNL),
2005-NL-169, pp. 35--42,
July 2005.
- Kazuko Takahashi, Hiroya Takamura, Manabu Okumura,
"Occupation Coding with Machine Learning and Hand-Crafted Rules" (in
Japanese),
in Information Processing Society of Japan, Special
Interest Group on Natural Language Processing (IPSJ-SIGNL),
2003-NL-159, 2003.
- Yuki Tanaka, Hiroya Takamura, and Manabu Okumura,
"Research on Face Marks used in a Text-based Communication" (in
Japanese),
in Proceedings of the Ninth Annual Meeting of the Association for
Natural Language Processing, 2004.
- Kazuko Takahashi, Hiroya Takamura, and Manabu Okumura,
"Occupation Coding with Machine Learning and Hand-Crafted Rules" (in
Japanese),
in Proceedings of the Ninth Annual Meeting of the Association for
Natural Language Processing, 2004.
- Kazuko Takahashi, Atsushi Suyama, Norifumi Murayama, Hiroya Takamura, and Manabu Okumura,
"Development of Occupation Coding Support System: NANACO" (in
Japanese),
in Proceedings of the 37th Meeting on Mathematical
Sociology, 2004.
- Yasuhiro Suzuki, Hiroya Takamura, Manabu Okumura,
"Extraction of Evaluative Expressions and its Application to Weblog" (in
Japanese),
in Japanese Society of Artificial Intelligence, Special
Interest Group on Semantic Web and Ontology (SIG-SWO-A401-02), 2004.
Doctor's Thesis
- Clustering Approaches to Text Categorization.
Modified version: [ps] [pdf] (some small mistakes were corrected.)
Submitted version: [ps] [pdf]
Handouts
- Doctor-lecture in 2001 (NAIST) [ps] (in Japanese)
- Doctor-lecture in 2002 (NAIST) [ps] (in Japanese)
- Mining the Web:Chapter 5, in 2003 (TITECH) [ps] [pdf] (in Japanese)
- A brief lecture on text categorization and clustering, in 2003
(TITECH) [ps] (in Japanese)
- Notes and Tutorials
- EM [ps] [pdf]
- Maximum Entropy Model [pdf]
- AdaBoost [pdf]
- CRF [pdf]
- Naive Bayes Classifiers [pdf]
(partially in Japanese)
Software
- SUPPIN-0.01 (spin system) (update: 2005, Feb. 11) [tar.gz]
Wallpapers
Back to my homepage.
Hiroya Takamura
Advanced Information Processing Division
Precision and Intelligence Laboratory
Tokyo Institute of Technology
4259 Nagatsuta Midori-ku Yokohama, JAPAN, 226-8503
E-Mail : takamura
