Updated on 2024/06/30

写真a

 
Fukumoto Fumiyo
 
Organization
Graduate Faculty of Interdisciplinary Research Faculty of Engineering Electrical and Electronic Information Engineering (Computer Science and Engineering) Professor
Title
Professor
Contact information
メールアドレス
External link

Research History

  • 山梨大学工学部

    1994.4 - 1998.12

  • マンチェスター工科大学大学院 言語学 計算言語学研究科客員研究員

    1993.10 - 1994.3

  • 新世代コンピュータ技術開発機構研究員

    1988.4 - 1992.9

  • 沖電気工業株式会社総合システム研究所研究員

    1986.4 - 1992.9

Education

  • マンチェスタ-工科大学大学院 言語学 計算言語学 修士課程

    - 1993.9

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    Country: Japan

    Notes: (事項) マンチェスタ-工科大学大学院 言語学 計算言語学 修士課程 修了

Degree

  • A Study on Corpus-based Techniques for Syntactic and Semantic Ambiguity Resolution and Their Application ( 1998.9   The University of Tokyo )

  • Automatic Recognition of Verbal Polysemy ( 1993.9 )

  • 理学士 ( 1986.3   学習院大学 )

Research Areas

  • Informatics / Intelligent informatics  / Computational Linguistics, Natural Language Processing

Research Interests

  • Lexical Semantics

  • Natural Language Processing

  • Computational Linguistics

Subject of research

  • Information Retrieval

  • Linguistic Knowledge Acquisition

  • Text Categorization・Text Summarisation

  • Knowledge Integration

  • Recommendataion・Prediction

  • Fake News Detection

  • Aspect Score Prediction for Scientific Paper

  • Sentence Generation・Text Style Transfer

  • Sentiment Analysis

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Research Projects

  • 分野依存語義,及びテキストの首尾一貫性に基づく暗黙的情動モデルの構築  Major achievement

    2024.4 - 2027.3

    日本学術振興会  基盤研究(c)

    福本文代

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    Authorship:Principal investigator  Grant type:Competitive  Type of fund::Science research expense

  • 分野依存語義, 及び語義間の関連性に基づくマルチラベルショートテキストの分類

    2021.4 - 2024.3

    日本学術振興会  基盤研究(C)

    福本文代

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    Authorship:Principal investigator  Type of fund::Science research expense

Papers

  • Enhanced Coherence-Aware Network with Hierarchical Disentanglement for Aspect-Category Sentiment Analysis Reviewed International coauthorship Major achievement

    Jin Cui, Fumiyo Fukumoto, Xinfeng Wang, Yoshimi Suzuki, Jiyi Li, Wanzeng Kong

    The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING'24)   2024.5

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)  

    Other Link: https://aclanthology.org/

  • Improving Peer-Review Score Prediction via Pretrained Model with Intermediate-Task Training International coauthorship

    Muangkammuen Panitan, Fumiyo Fukumoto, Jiyi Li, and Yoshimi Suzuki

    Proc. of 18th International Conference on Ubiquitous Information Management and Communication   2024.1

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (bulletin of university, research institution)  

  • Aspect-Category Enhanced Learning with a Neural Coherence Model for Implicit Sentiment Analysis Reviewed International coauthorship Major achievement

    Jin Cui, Fumiyo Fukumoto, Xinfeng Wang, Yoshimi Suzuki, Jiyi Li, Wanzeng Kong

    Proc. of the EMNLP 2023 Findings.   11345 - 11358   2023.12

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)  

  • Identifying Self-Admitted Technical Debt with Context-based Ladder Network Reviewed Major achievement

    A. Gong, F. Fukumoto, P. Muangkammuen, J. Li, and D. Yu

    Proc. of 2023 International Conference on Neural Information Processing   2023.11

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)  

  • Decoupling Style from Contents for Positive Text Reframing Reviewed Major achievement

    S.Xu, Y. Suzuki, J. Li, and F. Fukumoto

    Proc. of 2023 International Conference on Neural Information Processing   2023.11

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)  

  • Intermediate-Task Transfer Learning for Peer Review Score Prediction Reviewed

    Muangkammuen Panitan, Fumiyo Fukumoto, Jiyi Li and Yoshimi Suzuki

    Proc. of the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 13th International Joint Conference on Natural Language Processing, Student Research Workshop   40 - 47   2023.11

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)  

    Other Link: https://aclanthology.org/events/ijcnlp-2023/#2023ijcnlp-srw

  • Knowledge Injection with Perturbation-based Constrained Attention Network for Word Sense Disambiguation Reviewed Major achievement

    Fumiyo Fukumoto and Shou Asakawa

    The 13th International Joint Conferenct on Natural Language Processing and the 3rd Conference on the Asia-Pacific Chapter of the Association for Computational Linguistics   2023.11

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    Authorship:Lead author   Language:English   Publishing type:Research paper (international conference proceedings)  

  • Learning Disentangled Meaning and Style Representations for Positive Text Reframing Reviewed Major achievement

    S. Xu, F. Fukumoto, J. Li, K. Go, and Y. Suzuki

    Proc. of the 16th International Natural Language Generation Conference   2023.9

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)  

  • EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation Reviewed International coauthorship Major achievement

    X. Wang, F. Fukumoto, J. Cui, Y. Suzuki, J. Li, and D. Yu

    Proc. of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval   383 - 392   2023.7

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)  

  • Multi-task Learning for Automated Essay Scoring with Sentiment Analysis Reviewed Major achievement

    Panitan Muangkammuen and Fumiyo Fukumoto

    Proc. of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, Student Research Workshop   2020.12

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)  

  • A Neural Local Coherence Analysis Model for Clarity Text Scoring Reviewed Major achievement

    P. Muangkammuen And S. Xu and F. Fukumoto and K. Runapongsa Saikaew and J. Li

    Proc. of the 28th International Conference on Computational Linguistics   2020.12

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)  

  • HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification Reviewed

    W. Yang and J. Li and F. Fukumoto and Y. Ye

    Proc. of the 2020 Conference on Empirical Methods in Natural Language Processing   2020.11

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    Language:English   Publishing type:Research paper (international conference proceedings)  

  • Citation Count Prediction based on Neural Hawkes Model Reviewed

    3. Lisha Liu and Dongin Yu and Dongjiang Wang and Fumiyo Fukumoto

    IEICE TRANSACTIONS ON COMMUNICATIONS   E103 ( 11 )   2020.11( ISSN:0916-8516 )

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:IEICE  

  • Multi-task Peer-Review Score Prediction Reviewed

    J. Li and A. Sato and K. Shimura and F. Fukumoto

    Proc. of the 1st Workshop on Scholarly Document Processing   2020.11

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    Language:English   Publishing type:Research paper (international conference proceedings)  

  • Sentiment Analysis using Semi-supervised Learning with Few Labeled Data Reviewed

    Yuhao Pan and Zhiqun Chen and Yoshimi Suzuki and Fumiyo Fukumoto and Hiromitsu Nishizaki

    International Conference on CYBERWORLDS   2020.10

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    Language:English   Publishing type:Research paper (international conference proceedings)  

  • Unsupervised Predominant Sense Detection and its Application to Text Classification Reviewed Major achievement

    Attaporn Wangpoonsarp and Kazuya Shimura and Fumiyo Fukumoto

    Applied Sciences-Basel   10 ( 17 )   2020.10

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:Applied Sciences  

  • DeepMet: A Reading Comprehension Paradigm for Token-level Metaphor Detection Reviewed

    6. Chuandong Su and Fumiyo Fukumoto and Xiaoxi Huang and Jiyi Li and Rongbo Wang and Zhiqun Chen

    Proc of the Workshop on Figurative –Language Processing, the 58th Annual Meeting of the Association for Computational Linguistics   30 - 39   2020.7

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)  

  • Paraphrase Identification with Lexical, Syntactic, and Semantic Encodings Reviewed Major achievement

    4. Sheng Xu and Xingfa Shen and Fumiyo Fukumoto and Jiyi Li and Yoshimi Suzuki, and Hiromitsu Nishizaki

    Applied Sciences-Basel   10 ( 12 )   2020.6

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (scientific journal)  

  • Semi-Automatic Construction and Refinement of an Annotated Corpus for a Deep Learning Framework for Emotion Classification Reviewed

    Jiajun Xu and Kyosuke Masuda and Hiromitsu Nishizaki and Fumiyo Fukumoto and Yoshimi Suzuki

    Proc of the Language Resources and Evaluation Conference   1611 - 1617   2020.4

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    Language:English   Publishing type:Research paper (international conference proceedings)  

  • English and Chinese Neural Metonymy Recognition based on Semantic Priority Interruption Theory Reviewed

    Chuandong Su, Xiaoxi Huang, Fumiyo Fukumoto, Jiyi Li, Rongbo Wang, and Zhiqun Chen

    IEEE Access   8   30060 - 30068   2020.2( ISSN:2169-3536 )

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:IEEE  

  • A Dataset of Crowdsourced Word Sequences; Collections and Answer Aggregation for Ground Truth Creation Reviewed

    Jiyi Li and Fumiyo Fukumoto

    Proceedings of the First Workshop on Aggregationg and Analysing Crowdsourced Annotations for NLP   24 - 28   2019.11

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    Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:Association for Computational Linguistics  

  • Integrating Internet Directories by Estimating Category Correspondences Reviewed

    Yoshimi Suzuki and Fumiyo Fukumoto

    11th International Conference on Knowledge Engineering and Ontology Development, KEOD   427 - 434   2019.9

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)  

  • Text Categorization by Learning Predominant Sense of Words as Auxiliary Task Reviewed Major achievement

    Kazuya shimura, Jiyi Li and Fumiyo Fukumoto

    57th Annual Meeting of the Association for Computational Linguistics   1109 - 1119   2019.7

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:Association for Computational Linguistics  

  • Integrating Local and Global Data View for Bilingual Sense Correspondences Reviewed Major achievement

    Fumiyo Fukumoto, Yoshimi Suzuki, Ataporn Wangpoonsarp, and Meng Ji

    Knowledge Discovery, Knowledge Engineering and KnowledgeManagement   976   1 - 18   2019.3

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    Authorship:Lead author, Corresponding author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:Springer Nature Switzerland  

    DOI: 1-.1--7/978-3-030-15640-4_12

  • HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization Reviewed Major achievement

    Kazuya Shimura, Jiyi Li and Fumiyo Fukumoto

    2018 Conference on Empirical Methods in Natural Language Processing   811 - 816   2018.10( ISSN:978-1-948087-84-1 )

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:Association for Computational Linguistics  

  • Fine-tuningに基づくショートテキストの自動分類 Major achievement

    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   1 - 8   2018.9

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    Authorship:Last author, Corresponding author   Language:Japanese   Publishing type:Research paper (research society, symposium materials, etc.)   Publisher:情報処理学会  

  • Extracting Editor's Opinions from Newspaper Editorial Reviewed

    Yoshimi Suzuki and Fumiyo Fukumoto

    The 8th Language and Technology Conference   352 - 356   2017.11

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    Language:English   Publishing type:Research paper (international conference proceedings)  

  • Title Categorization based on Category Granularity Invited Reviewed

    K. Shimura and F. Fukumoto

    Proc. of the 8th Language and Technology Conference   83 - 87   2017.11

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)  

  • Identification of Domain-Specific Senses based on Word Embedding Learning Invited Reviewed

    A. Wangpoonsarp and F. Fukumoto

    Proc. of the 8th Language and Technology Conference   179 - 183   2017.11

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)  

  • Is (President, 大統領) a Correct Sense Pair? Linking and Creating Bilingual Sense Correspondences Reviewed

    F. Fukumoto and Y. Suzuki and A. Wangpoonsarp

    Proc. of the 9th International Conference on Knowledge Engineering and Ontology Development   39 - 48   2017.11

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    Authorship:Lead author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)  

  • Identification of Event and Subject for Continuous News Stories for Multi-Document Summarization Reviewed

    F. Fukumoto and Y. Suzuki

    Human Language Technology   1   304 - 316   2017.2

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    Authorship:Lead author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:Springer  

    DOI: 10.1007/978-3-319-43808-5_23

  • Prediction of Company's Trend based on Publication Statistics and Sentiment Analysis Reviewed Major achievement

    F. Fukumoto, Y. スズキ、A. Nonaka and K. Chan

    Proc. of the 8th International Conference on Knowledge Discovery and Information Retrieval   1   283 - 290   2016.11( ISSN:978-989-758-203-5 )

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    Authorship:Lead author   Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:Ana Fred, David Aveiro, Jan Dietz, Joaquim Filipe, Jorge Bernardino, Kecheng Liu (Eds.)  

    DOI: 10.5220/0006048602830290

    Other Link: http://www.scitepress.org/DigitalLibrary/PublicationsDetail.aspx?ID=CY5ZjPh2FXY=&t=1

  • Temporal-based Feature Selection and Transfer Learning for Text Categorization Reviewed Major achievement

    Proc of the 7th International Conference on Knowledge Discovery and Information Retrieval   17 - 26   2015.11

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    Authorship:Lead author   Language:English  

  • Short Text Categorization by Smoothing Word distribution Reviewed Major achievement

    Proc. of the 7th Language and Technology conference   95 - 99   2015.11

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    Authorship:Lead author   Language:English  

  • Learning Timeline Difference for Text Categorization Reviewed Major achievement

    Proc. of the Conference on Empirical Methods in Natural Language Processing   799 - 804   2015.9( ISSN:978-1-941643-32-7 )

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    Authorship:Lead author   Language:English   Publishing type:Research paper (international conference proceedings)  

  • Identification of Topic and Event for Text Summarization Reviewed Major achievement

    Springer-Verla   24 - 35   2015.9

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    Authorship:Lead author   Language:English  

  • Exploiting Guest Preferences with Aspect-based Sentiment Analysis for Hotel Recommendation Reviewed Major achievement

    Communications in Computer and Information Science   553   34 - 49   2015.8

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    Authorship:Lead author   Language:English  

  • The Effect of Temporal-based Term Selection for Text Classification Reviewed Major achievement

    Proc. of the Australasian Language Technology Association Workshop   98 - 105   2014.12

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    Authorship:Lead author   Language:English  

  • Incorporating Guest Preferences into Collaborative Filtering for Hotel Recommendation Reviewed Major achievement

    In Proc. of the International Conference on Knowledge Discovery and Information Retrieval   231 - 238   2014.10

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    Authorship:Lead author   Language:English  

  • Text Classification from Positive and Unlabeled Data using Misclassified Data Correction Reviewed Major achievement

    In Proc of the 51st Annual Meeting of the Association for the Computational Linguistics   474 - 478   2013.8

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    Authorship:Lead author   Language:English  

  • Link Analysis based on Rhetorical Relations for Multi-document Summarization Reviewed

    IEICE Transactions on Information and Systems   E96-D   1182 - 1191   2013.5

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    Language:English  

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Teaching Experience (On-campus)

  • Natural Language and Image Media Processing Major achievement

    2023Year  Type of subject:Master's (Graduate School)

  • Probability and Statistics with Laboratory I Major achievement

    2023Year

  • 言語・画像メディア処理特論 Major achievement

    2019Year  Type of subject:Master's (Graduate School)

  • 基礎物理学I Major achievement

    2010Year  Type of subject:Professional education (undergraduate)

Professional Memberships

  • 電子情報通信学会

    2004.4

  • Communications of the Association for Computing Machinery

    1998

  • 言語処理学会

    1994.10

  • Association for Computational Linguistics

    1993.10

  • 情報処理学会

    1986.4

Committee Memberships

  • 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)   Programme Committee  

    2021.7   

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    Committee type:Society

  • 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)   Programme Committee  

    2020.7   

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    Committee type:Society

  • 1st Joint Workshop on Narrative Understanding, Storylines, and Events, ACL   Programme Committee  

    2020.4 - 2020.5   

  • The 32nd International Conference on Software Engineering and Knowledge Engineering   Programme Committee  

    2020.4   

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    Committee type:Society

  • 言語処理学会年次大会   論文査読委員  

    2020.1 - 2020.2   

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    Committee type:Society

  • Annual Meeting of the Association for Computational Linguistics (ACL)   Programme Committee  

    2020.1 - 2020.2   

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    Committee type:Society

  • 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP)   Programme Committee  

    2019   

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    Committee type:Society

  • Annual Meeting of the Association for Computational Linguistics (ACL)   Programme Committee  

    2019   

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    Committee type:Society

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