Natural Language Processing Group Fukumoto Laboratory
University of Yamanashi

 


Refereed Journal Articles (2005~)

Feature Selection and Learning for Timeline Adaptation in Text Categorization
F. Fukumoto and Y. Suzuki
Communications in Computer and Information Science, To Appear.
Identifying Event and Subject of Continuous News Streams for Multi-Document Summarization
F. Fukumoto and Y. Suzuki
New Advances in Human Language Technologies, Z. Vetulani and H. Uszkoreit(eds.), Springer.
Smoothing Temporal Difference for Text Categorization
F. Fukumoto and Y. Suzuki
Information Retrieval Technology, Springer, pp. 203-214, 2015.
Classification of Word Sense Disambiguation Errors using a Clustering Method
H. Shinnou, M. Murata, K. Shirai, F. Fukumoto, S. Fujita, M. Sasaki, K. Komiya and T. Inui
Journal of Natural Language Processing, 22(5), pp. 319-362, 2015, (In Japanese).
Exploiting Guest Preferences with Aspect-based Sentiment Analysis for Hotel Recommendation
F. Fukumoto and Y. Suzuki
Communications in Computer and Information Science, Vol. 553, pp. 34-49, 2014.
Link Analysis based on Rhetorical Relations for Multi-document Summarization
N. A. H. B. Zahri, F. Fukumoto, and S. Matsuyoshi
The IEICE Transactions on Information and Systems, Vol. E96-D, No. 5, pp. 1182-1191, 2013.
Enhancing Labeled Data using Unlabeled Data for Text Classification
T. Yamamoto, F. Fukumoto, and S. Matsuyoshi
The IEICE Trans. on Information and Systems, Vol. J95-D, No. 9, pp. 1794-1801, 2012, (In Japanese).
Graph-based Semi-supervised Clustering for Semantic Clustering of Unknown Words
F. Fukumoto and Y. Suzuki
Communications in Computer and Information ScienceVol. 348, pp. 247-262, 2011.
Polysemous Verb Classification using Subcategorization Acquisition and Graph-based Clustering
F. Fukumoto and Y. Suzuki
Human Language Technologies, Lecture Notes in Computer Science, 2010, pp. 42-52, 2010.
Effect of Overt Pronoun Resolution in Topic Tracking
F. Fukumoto and Y. Suzuki
Human Language Technologies, Lecture Notes in Computer Science, 2010, pp. 24-32, 2010
Using Graph-based Indexing to Identify Subject-Shift in Topic Tracking
F. Fukumoto and Y. Suzuki
Human Language Technologies, Lecture Notes in Computer Science, Vol. 5603, Springer, pp. 392-404, 2009.
The Automatic Classification of Onomatopoeia based on Co-occurrence from the Web and Sound Symbolism
K. Ichioka and F. Fukumoto
The IEICE Trans. on Information and Systems, Vol. J92-D, No.3, pp. 428-438, 2009, (In Japanese).
Integrating Cross-Language Hierarchies and its Application to Retrieving Relevant Documents
F. Fukumoto and Y. Suzuki
ACM Transactions on Asian Language Information Processing, Vol. 7, No. 3, pp. 1-22, 2008.
Topic Tracking based on Bilingual Comparable Corpora and Semi-supervised Clustering
F. Fukumoto and Y. Suzuki
ACM Transactions on Asian Language Information Processing, Vol. 6, No. 3, pp.1-22, 2007.
Correcting Category Errors in Multi-labeled Data based on the Similarity between Two Examples
H. Hamano and F. Fukumoto
The IEICE Trans. on Information and Systems, Vol. J89-D, No.10, pp. 2338-2347, 2006, (In Japanese).
Sentence Extraction using Similar Words
Y. Suzuki and F. Fukumoto
Journal of Archives of Control Sciences, Vol. 15, No. 4, pp. 655-672, 2006.
Generating Category Hierarchy for Classifying Large Corpora
F. Fukumoto and Y. Suzuki
IEICE Trans. on Information and Systems, Vol. E89-D, No.4, pp. 1543-1554, 2006.
Using Category Hierarchies for Correcting Category Errors in Text Classification
F. Fukumoto and Y. Suzuki
IEICE Trans. on Information and Systems, Vol. J89-D, No. 3, pp. 552-566, 2006.

Refereed Conference Papers (2005~)

Short Text Categorization by Smoothing Word Distribution
F. Fukumoto and Y. Suzuki
Proc. of the 7th Language and Technology Conference, pp. 46-51, (Poznum), 2015.
Temporal-based Feature Selection and Transfer Learning for Text Categorization
F. Fukumoto and Y. Suzuki
Proc. of the 7th International Conference on Knowledge Discovery and Information Retrieval, pp. 17-26, (Lisbon), 2015.
Learning Timeline Difference for Text Categorization
F. Fukumoto and Y. Suzuki
Proc. of the Conference on Empirical Methods in Natural Language Processing (EMNLP’15), pp. 799-804, (Lisbon), 2015.
Annotating the Focus of Negation in Japanese Text
S. Matsuyoshi, R. Otsuki, and F. Fukumoto
Proc. of the 9th edition of the Language Resources and evaluation Conference (LREC2014), pp. 1743-1750, 2014.
Application of Rhetorical Relations between Sentences to Cluster-based Text Summarization
N. A. H. B. Zahri and F. Fukumoto
Proc. of the 5th International Conference on Computer Science, Engineering Application (CCSEA’14). pp. 98-105, (Chennai), 2014.
Incorporating Guest Preferences into Collaborative Filtering for Hotel Recommendation
F. Fukumoto, H. Sugiyama, Y. Suzuki, and S. Matsuyoshi
Proc. of the 6th International Conference on Knowledge Discovery and Information Retrieval (KDIR’14), pp. 231-238, (Rome), 2014.
Detection of Topic and its Extrinsic Evaluation through Multi-Document Summarization
F. Fukumoto, Y. Suzuki
Proc. of the 52nd Annual Meeting of the Association for Computational Linguistics, pp. 241-246, (Baltimore), 2014.
Newspaper Article Classification using Topic Sentence Detection and Integration of Classifiers.
Y. Suzuki and F. Fukumoto
Proc. of the 6th Language and Technology Conference, pp. 284-289, (Poznum), 2013.
Multi-Document Summarization based on Event and topic Detection
F. Fukumoto and Y. Suzuki
Proc. of the 6th Language and Technology Conference, pp. 117-121, (Poznum), 2013.
Timeline Adaptation for Text Classification
F. Fukumoto, Y. Suzuki, and S. Matsuyoshi
Proc of the 22nd ACM Conference on Information and Knowledge Management, pp. 1517-1520, (San Francisco), 2013.
Exploiting Discourse Relations between Sentences for Text Clustering
N. A. H. B. Zahri, F. Fukumoto and S. Matsuyoshi
Proc. of the Workshop on Advances in Discourse Analysis and its Computational Aspects (ADACA’12), pp. 17-32, (Mumbai), 2012.
Text Classification from Positive and Unlabeled Data using Missclassified Data Correction
F. Fukumoto and Y. Suzuki
Proc. of the 51st Annual Meeting of the Association for Computational Linguistics (ACL’12), pp. 474-478, (Sofia), 2013.
Topic and Subject Detection in News Streams for Multi-Document Summarization
F. Fukumoto, Y. Suzuki and A. Takasu
Proc. of the 4th International Conference on Knowledge Engineering and Ontology Development (KEOD’12), pp. 166-170, (Barcelona), 2012.
Text Classification from Positive and Unlabeled Data using Misclassified Data Correction
F. Fukumoto, Y. Suzuki, S. Matsuyoshi
Proc. of the Annual Meeting of the Association for Computational Linguistics 2013, pp. 474-478. (Sofia), 2012.
Topic and Subject Detection in News Streams for Multi-document Summarization
F. Fukumoto, Y. Suzuki, A. Takasu
Proc. of the 3rd International Conference on Knowledge Engineering and Ontology Development, pp.166-171. (Barcelona), 2011.
Segmentation of Review Texts by Using Thesaurus and Corpus-based Word Similarity
Y. Suzuki and F. Fukumoto
Proc. of 3rd International Conference on Knowledge Engineering and Ontology Development, pp.381-384. (Barcelona), 2011.
Enhancing Labeled Data using Unlabeled Data for Topic Tracking
F. Fukumoto and Y. Suzuki
Proc. of the 5th Language and Technology Conference (LTC’11), pp. 345-349, (Poznum), 2011.
Cluster Labeling based on Concepts in a Machine-Readable Dictionary
F. Fukumoto and Y. Suzuki
Proc. of 5th International Joint Conference on Natural Language Processing (IJCNLP2011), pp. 263-268, (Chiang Mai), 2011.
Multi-Labeled Patent Document Classification using Technical Term Thesaurus
Y. Suzuki and F. Fukumoto
Proc. of 3rd International Conference on Knowledge Engineering and Ontology Development, pp.425-428, (Paris), 2011.
Identification of Domain-Specific Senses in a Machine-Readable Dictionary
F. Fukumoto and Y, Suzuki
Proc. of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, pp. 552-557, (Portland), 2011.
Multi-Document Summarization using Link Analysis based on Rhetorical Relations between Sentences
N. A. H. B. Zahri, and F. Fukumoto
Proc. of the 12nd International Conference on Computational Linguistics and Intelligent Text Processing, pp. 328-338, (Tokyo), 2011.
Identifying Domain-Specific Senses and its Application to Text Classification
F. Fukumoto and Y. Suzuki
Proc. of 2nd International Conference on Knowledge Engineering and Ontology Development, pp.263-268, (Valencia), 2010.
Eliminating Redundancy by Spectral Relaxation for Multi-Document Summarization
F. Fukumoto, A. Sakai and Y. Suzuki
Proc. of 2010 Workshop on Graph-based Methods for Natural Language Processing, pp. 98-102, (Uppsala), 2010.
Integrating Technical Terms into Thesaurus using Extracted Related Words
Y. Suzuki and F. Fukumoto
Proceedings of the International Symposium on Matching and Meaning, pp.34-38, (Edinburgh), 2010.
Detecting Word Senses of Technical Terms in Patent Documents using Hierarchical Semantic Features
Y. Suzuki and F. Fukumoto
The 4th Language and Technology Conference (LTC’09), pp. 195-199, (Poznan), 2009.
Example-assignment to WordNet Thesaurus based on Distributional Similarity of Words and its Application to Word Sense Disambiguation
N. A. H. B. Zahri and F. Fukumoto
Proc. of 11th Conference of the Pacific Association for Computational Linguistics (PACLING’09), pp. 188-193, (Sapporo), 2009.
Classifying Japanese Polysemous Verbs based on Fuzzy C-means Clustering
Y.Suzuki and F. Fukumoto
Proc. of 4th TextGraphs Workshop on Graph-based Algorithms in Natural Language Processing (TEXT-GRAPH’4), pp. 32-40, (Singapore), 2009.
Example-assignment to WordNet Thesaurus based on Distributional Similarity of Words
F. Fukumoto and N. A. H. B. Zahri
Proc. of Workshop on Matching and Meaning, pp. 3-7, (Edinburgh), 2009.
The Effect of Combining Similarity Measures for Onomatopoeia Clustering
F. Fukumoto and Y. Suzuki and K. Ichioka
Proc. of Empirical Method in Asian Natural Language Processing (EMALP’08), pp. 37-51, (Hanoi), 2008.
Graph-based Clustering for Semantic Classification of Onomatopoetic Words
K. Ichioka and F. Fukumoto
Proc. of 3rd TextGraphs Workshop on Graph-based Algorithms in Natural Language Processing (TEXT-GRAPH’3), pp. 33-40 , (Manchester), 2008.
Retrieving Bilingual Verb-Noun Collocations by Integrating Cross-Language Category Hierarchies
F. Fukumoto and Y. Suzuki
Proc. of the 22nd International Conference on Computational Linguistics (COLING’08), pp. 233-240, (Manchester), 2008.
Extracting Coordinate Terms from Newspaper Articles and Patent Documents
Y. Suzuki and F. Fukumoto
Proc. of 3rd Language and Technology Conference (LTC’07), pp. 275-279, (Poznan), 2007.
Detecting Subject-Shift based on KeyGraph for Topic Tracking
F. Fukumoto and Y. Suzuki
Proc. of 3rd Language and Technology Conference (LTC’07), pp. 34-39 (Poznan), 2007.
Integrating Cross-Language Hierarchies by Text Classification
F. Fukumoto and Y. Suzuki
Proc. of the International Conference on Recent Advances in Natural Language Processing (RANLP’07), pp. 200-205, (Borovets), 2007.
Combining Similarity-based Approaches for Semantic Tagging of Unknown Word
F. Fukumoto and Y. Suzuki
Proc. of 10th Conference of the Pacific Association for Computational Linguistics (PACLING’07), pp. 200-205, (Melbourne), 2007.
Thesaurus Expansion using Similar Word Pairs from Patent Documents
Y. Suzuki and F. Fukumoto
Proc. of the 10th International Conference on Spoken Language Processing (INTERSPEECH’06), pp. 737-740, (Pittsburgh), 2006.
Using Comparable Corpora and Semi-Supervised Clustering for Topic Tracking
F. Fukumoto and Y. Suzuki
Proc. of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL’06), pp. 231-238, (Sydney), 2006.
Topic Tracking based on Linguistic Features
F. Fukumoto and Y. Yamaji
Proc. of the 2nd International Joint Conference on Natural Language Processing (IJCNLP’05), pp. 10-21, (Jeju Island), 2005.

Non Referred papers (2005~)

Error Analysis on Word Sense Disambiguation
H. Shinnou, M. Murata, K. Shirai, F. Fukumoto, S. Fujita, M. Sasaki, K. Komiya, and T. Inui
Proc. of the 21th Annual Meeting of the Association for Natural Language Processing, Workshop on Error Analysis in Natural Language Processing, 2015, (In Japanese).
Automatic Detection of Sarcasm in BBS Posts based on Sarcasm Classification
F. Isono, S. Matsuyoshi, and F. Fukumoto
The 213th SIGNL, IPSJ, Vol. 2013-NK-213, No. 7, pp. 1-8, 2013, (In Japanese).
Topic, Subject, and background detection in News Streams for Multi-Document Summarization
J. Koike, F. Fukumoto, A. Takasu and S. Matsuyoxhi.
The IEICE General Conference, Student Poster Session, ISS-SP-348, 2013, (In Japanese).
Focus of Negation Corpus in Japanese and a Focus Analyzer
R. Ohtsuki, S. Matsuyoshi, and F. Fukumoto.
Proc. of the 19th Annual Meeting of the Association for Natural Language Processing, pp. 936-939, 2013, (In Japanese).
Key Sentence Extraction for Summarizing Hotel Reviews based on Guest Preferences
J. Koike, S. Matsuyoshi, and F. Fukumoto.
Proc. of the 19th Annual Meeting of the Association for Natural Language Processing, pp. 1188-1191, 2012, (In Japanese)
Multi-document Summarization based on Link Analysis
A. Sakai and F. Fukumoto.
Proc. of the 16th Annual Meeting of the Association for Natural Language Processing, pp. 302-305, 2010, (In Japanese).
Incorporating Categories on the Hierarcical Structure on the Internet and its Application to Revelant Documents Retrieval
T. Sano and F. Fukumoto.
SIGNL, IPSJ, (2007-NL-179, 2007-SLP-066), pp. 55-60, 2007, (In Japanese).