Fake News Detection

Aspect Score Prediction for Scientific Paper

Sentence Generation・Text Style Transfer

Sentiment Analysis

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

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

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

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

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

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

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

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 )

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

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

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

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

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

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

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 )

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

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

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

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

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 )

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

Extracting Editor's Opinions from Newspaper Editorial Reviewed

Yoshimi Suzuki and Fumiyo Fukumoto

The 8th Language and Technology Conference   352 - 356   2017.11

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

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

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

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

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 )

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

Short Text Categorization by Smoothing Word distribution Reviewed Major achievement

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

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 )

Identification of Topic and Event for Text Summarization Reviewed Major achievement

Springer-Verla   24 - 35   2015.9

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

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

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

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

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

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

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

2020.1 - 2020.2   

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

2019   

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

2019