Fukumoto and Li Laboratory

Publications : 2015~

Refereed Journal Articles

  • 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.

Refereed Conference Papers

  • Text Categorization by Learning Predominant Sense of Words as Auxiliary Task
    Kazuya Shimura, Jiyi Li and Fumiyo Fukumoto

    The 57th Annual Meeting of the Association for Computational Linguistics, To Appear, 2019

  • Acquisition of Domain-Specific Senses and its Extrinsic Evaluation through Text Categorization
    Attaporn Wangpoonsarp, Kazuya Shimura, and Fumiyo Fukumoto

    International Conference on Computational Linguistics and Intelligent Text Processing, 2019

  • Integrating Local and Global Data View for Bilingual Sense Correspondences
    Fumiyo Fukumoto, Yoshimi Suzuki, Ataporn Wangpoonsarp, and Meng Ji

    Knowledge Discovery, Knowledge Engineering, and Knowledge Management, pp. 1-18, 2019

  • Incorporating Worker Similarity for Label Aggregation in Crowdsourcing
    Jiyi Li, Yukino Baba, Hisashi Kashima

    The 27th International Conference on Artificial Neural Networks (ICANN'18), Rhodes, pp.596-606, 2018.

  • Simultaneous Clustering and Ranking from Pairwise Comparisons
    Jiyi Li, Yukino Baba, Hisashi Kashima

    the 27th International Joint Conference on Artificial Intelligence (IJCAI'18), Stockholm, pp.1554-1560, 2018.

  • HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization
    Kazuya Shimura, Jiyi Li and Fumiyo Fukumoto

    2018 Conference on Empirical Methods in Natural Language Processing, pp. 811-816, 2018

  • Title Categorization based on Category Granularity
    K. Shimura and F. Fukumoto

    Proc. of the 8th Language and Technology Conference, pp. 83-87, (Poznum), 2017.

  • Identification of Domain-Specitic Senses based on Word Embedding Learning
    A. Wangpoonsarp and F. Fukumoto

    Proc. of the 8th Language and Technology Conference, pp. 179-183, (Poznum), 2017.

  • Is (President, 大統領) a Correct Sense Parir? Linking and Creating Bilingual Sense Correspondences
    F. Fukumoto and Y. Suzuki

    Proc. of the 9th International Conference on Knowledge Engineering and Ontology Development, pp. 39-48, (Madeira), 2017.

  • Hyper Questions: Unsupervised Targeting of a Few Experts in Crowdsourcing
    J. Li, Y. Baba and H. Kashima

    Proceeding of the 26th ACM International Conference on Information and Knowledge Management (CIKM 2017), pp. 1069-1078, (Singapore), 2017.

  • Distributed Multi-task Learning for Sensor Network
    J. Li, T. Arai, Y. Baba, H. Kashima and S. Miwa

    Proceeding of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), pp. 657-672, (Skopje), 2017.

  • Iterative Reduction Worker Filtering for Crowdsourced Label Aggregation
    J. Li and H. Kashima

    Proceeding of the 18th International Conference on Web Information Systems Engineering (WISE 2017), pp. 46-54, (Moscow), 2017.

  • A Generalized Model for Multidimensional Intransitivity
    J. Duan, J. Li, Y. Baba and H. Kashima

    Proceeding of the 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2017), pp. 840-852, (Jeju), 2017.

  • Identifying Event and Subject of Continuous News Stories for Multi-Document Summarization
    F. Fukumoto and Y. Suzuki

    Human Language Technology, Springer, Vol. 9561, pp. 304-316, 2016.

  • Prediction of Company's Trend based on Publication Statistics and Sentiment Analysis
    F. Fukumoto and Y. Suzuki

    Proc. of the 8th International Conference on Knowledge Engineering and Information Retrieval, pp. 283-290, (Porto), 2016.

  • Evaluation with Confusable Ground Truth
    J. Li and M. Yoshikawa

    Proceeding of the Twelfth Asia Information Retrieval Societies Conference (AIRS 2016), pp. 363-369, (Beijing), 2017.

  • 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.

  • Smoothing Temporal difference for Text Categorization
    F. Fukumoto and Y. Suzuki

    In Information Retrieval Technology, pp. 17-26, 2015.

  • Exploiting Guest Preferences with Aspect-based Sentiment Analysis for Hotel Recommendation
    F. Fukumoto, H. Sugiyama, and Y. Suzuki

    Communications in Computer and Information Science, Vol. 9460, pp. 34-49, 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.

  • A Dynamic-Static Approach of Model Fusion for Document Similarity Computation
    J. Li, Y. Asano, T. Shimizu and M. Yoshikawa

    Proceeding of the 16th International Conference on Web Information System Engineering (WISE 2015), pp.1-16, (Miami), 2015.

  • Reachability based Ranking in Interactive Image Retrieval
    J. Li

    Proceeding of the 38th International ACM SIGIR conference on research and development in Information Retrieval (SIGIR 2015), pp. 867-870, (Santiago), 2015.

  • A Multi-Round Global Performance Evaluation Method for Interactive Image Retrieval
    J. Li

    Proceeding of the 16th International Conference on Web-Age Information Management (WAIM 2015), pp. 161-168, (Qingdao), 2015.

  • Document Similarity Computation by Combining Multiple Representation Models
    J. Li, T. Shimizu and M. Yoshikawa

    Proceeding of the 16th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2015), pp.521-526, (Takamatsu), 2015.

  • Domain Specific Commonsense Relation Extraction from Bag of Concepts Metadata
    J. Li

    Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication (IMCOM (ICUIMC) 2015), No. 96, (Bali), 2015.

Non Referred papers

  • Fine-tuningに基づくショートテキストの自動分類
    志村和也, 李吉屹, 福本文代

    情報処理学会, 第13回テキストアナリティクスシンポジウム, pp. 1-8, 2018

  • 超問題: 専門知識を要するクラウドソーシングタスクの回答統合法
    李 吉屹, 馬場 雪乃, 鹿島 久嗣

    第10回データ工学と情報マネジメントに関するフォーラム (DEIM2018), G6-4, 2018.

  • Title Categorization based on Category Granularity
    K. Shimura and F. Fukumoto

    Proc. of the 23th Annual Meeting of the Association for Natural Language Processing, pp. 119-122, 2017.

  • 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).