| 2026 | ACL | FL-MSCL: A Unified Figurative Language Detection Model Driven by Multi-Type Signals and Contrastive Learning. | Lu Shijia, Fumiyo Fukumoto, Xiaoxi Huang, Yoshimi Suzuki |
| 2025 | ACL | Causal Denoising Prototypical Network for Few-Shot Multi-label Aspect Category Detection. | Jin Cui, Xinfeng Wang, Yoshimi Suzuki, Fumiyo Fukumoto |
| 2025 | ACL | AGRec: Adapting Autoregressive Decoders with Graph Reasoning for LLM-based Sequential Recommendation. | Xinfeng Wang, Jin Cui, Fumiyo Fukumoto, Yoshimi Suzuki |
| 2025 | COLING | Claim veracity assessment for explainable fake news detection. | Bassamtiano Renaufalgi Irnawan, Sheng Xu, Noriko Tomuro, Fumiyo Fukumoto, Yoshimi Suzuki |
| 2025 | IJCNLP | GL-CLiC: Global-Local Coherence and Lexical Complexity for Sentence-Level AI-Generated Text Detection. | Rizky Adi, Bassamtiano Renaufalgi Irnawan, Yoshimi Suzuki, Fumiyo Fukumoto |
| 2025 | IJCNLP | Multi-Agent Cross-Lingual Veracity Assessment for Explainable Fake News Detection. | Bassamtiano Renaufalgi Irnawan, Yoshimi Suzuki, Noriko Tomuro, Fumiyo Fukumoto |
| 2024 | ACL | RDRec: Rationale Distillation for LLM-based Recommendation. | Xinfeng Wang, Jin Cui, Yoshimi Suzuki, Fumiyo Fukumoto |
| 2024 | COLING | Enhanced Coherence-Aware Network with Hierarchical Disentanglement for Aspect-Category Sentiment Analysis. | Jin Cui, Fumiyo Fukumoto, Xinfeng Wang, Yoshimi Suzuki, Jiyi Li, Noriko Tomuro, Wanzeng Kong |
| 2024 | EMNLP | Enhancing High-order Interaction Awareness in LLM-based Recommender Model. | Xinfeng Wang, Jin Cui, Fumiyo Fukumoto, Yoshimi Suzuki |
| 2024 | INLG | Reduction-Synthesis: Plug-and-Play for Sentiment Style Transfer. | Sheng Xu, Fumiyo Fukumoto, Yoshimi Suzuki |
| 2024 | SIGIR | CaDRec: Contextualized and Debiased Recommender Model. | Xinfeng Wang, Fumiyo Fukumoto, Jin Cui, Yoshimi Suzuki, Jiyi Li, Dongjin Yu |
| 2024 | SIGIR | NFARec: A Negative Feedback-Aware Recommender Model. | Xinfeng Wang, Fumiyo Fukumoto, Jin Cui, Yoshimi Suzuki, Dongjin Yu |
| 2023 | DEXA | Multi-Feature and Multi-Channel GCNs for Aspect Based Sentiment Analysis. | Wenlong Xi, Xiaoxi Huang, Fumiyo Fukumoto, Yoshimi Suzuki |
| 2023 | EMNLP | Aspect-Category Enhanced Learning with a Neural Coherence Model for Implicit Sentiment Analysis. | Jin Cui, Fumiyo Fukumoto, Xinfeng Wang, Yoshimi Suzuki, Jiyi Li, Wanzeng Kong |
| 2023 | ICONIP | Decoupling Style from Contents for Positive Text Reframing. | Sheng Xu, Yoshimi Suzuki, Jiyi Li, Fumiyo Fukumoto |
| 2023 | INLG | Learning Disentangled Meaning and Style Representations for Positive Text Reframing. | Sheng Xu, Fumiyo Fukumoto, Jiyi Li, Kentaro Go, Yoshimi Suzuki |
| 2023 | SIGIR | EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation. | Xinfeng Wang, Fumiyo Fukumoto, Jin Cui, Yoshimi Suzuki, Jiyi Li, Dongjin Yu |
| 2022 | EMNLP | Exploiting Labeled and Unlabeled Data via Transformer Fine-tuning for Peer-Review Score Prediction. | Panitan Muangkammuen, Fumiyo Fukumoto, Jiyi Li, Yoshimi Suzuki |
| 2021 | CW | Semi-Supervised Learning for Aspect-Based Sentiment Analysis. | Hang Zheng, Jianhui Zhang, Yoshimi Suzuki, Fumiyo Fukumoto, Hiromitsu Nishizaki |
| 2021 | ICONIP | Neural Local and Global Contexts Learning for Word Sense Disambiguation. | Fumiyo Fukumoto, Taishin Mishima, Jiyi Li, Yoshimi Suzuki |
| 2021 | ICONIP | Paraphrase Identification with Neural Elaboration Relation Learning. | Sheng Xu, Fumiyo Fukumoto, Jiyi Li, Yoshimi Suzuki |
| 2020 | CW | Sentiment analysis using semi-supervised learning with few labeled data. | Yuhao Pan, Zhiqun Chen, Yoshimi Suzuki, Fumiyo Fukumoto, Hiromitsu Nishizaki |
| 2020 | LREC | Semi-Automatic Construction and Refinement of an Annotated Corpus for a Deep Learning Framework for Emotion Classification. | Jiajun Xu, Kyosuke Masuda, Hiromitsu Nishizaki, Fumiyo Fukumoto, Yoshimi Suzuki |
| 2019 | IC3K | Integrating Internet Directories by Estimating Category Correspondences. | Yoshimi Suzuki, Fumiyo Fukumoto |
| 2017 | IC3K | Is (President, 大統領) a Correct Sense Pair? - Linking and Creating Bilingual Sense Correspondences. | Fumiyo Fukumoto, Yoshimi Suzuki, Attaporn Wangpoonsarp |
| 2017 | IC3K | Integrating Local and Global Data View for Bilingual Sense Correspondences. | Fumiyo Fukumoto, Yoshimi Suzuki, Attaporn Wangpoonsarp, Meng Ji |
| 2016 | IC3K | Prediction of Company's Trend based on Publication Statistics and Sentiment Analysis. | Fumiyo Fukumoto, Yoshimi Suzuki, Akihiro Nonaka, Karman Chan |
| 2015 | EMNLP | Learning Timeline Difference for Text Categorization. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 2015 | IC3K | Temporal-based Feature Selection and Transfer Learning for Text Categorization. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 2015 | IC3K | Exploiting Guest Preferences with Aspect-Based Sentiment Analysis for Hotel Recommendation. | Fumiyo Fukumoto, Hiroki Sugiyama, Yoshimi Suzuki, Suguru Matsuyoshi |
| 2015 | IC3K | Opinion Extraction from Editorial Articles based on Context Information. | Yoshimi Suzuki, Fumiyo Fukumoto |
| 2014 | ACL | Detection of Topic and its Extrinsic Evaluation Through Multi-Document Summarization. | Yoshimi Suzuki, Fumiyo Fukumoto |
| 2014 | IC3K | Incorporating Guest Preferences into Collaborative Filtering for Hotel Recommendation. | Fumiyo Fukumoto, Hiroki Sugiyama, Yoshimi Suzuki, Suguru Matsuyoshi |
| 2014 | IC3K | Exploiting Guest Preferences with Aspect-based Sentiment Analysis for Hotel Recommendation. | Fumiyo Fukumoto, Hiroki Sugiyama, Yoshimi Suzuki, Suguru Matsuyoshi |
| 2013 | ACL | Text Classification from Positive and Unlabeled Data using Misclassified Data Correction. | Fumiyo Fukumoto, Yoshimi Suzuki, Suguru Matsuyoshi |
| 2013 | CIKM | Timeline adaptation for text classification. | Fumiyo Fukumoto, Yoshimi Suzuki, Atsuhiro Takasu |
| 2012 | CIKM | Text classification with relatively small positive documents and unlabeled data. | Fumiyo Fukumoto, Takeshi Yamamoto, Suguru Matsuyoshi, Yoshimi Suzuki |
| 2012 | IC3K | Topic and Subject Detection in News Streams for Multi-document Summarization. | Fumiyo Fukumoto, Yoshimi Suzuki, Atsuhiro Takasu |
| 2012 | IC3K | Segmentation of Review Texts by using Thesaurus and Corpus-based Word Similarity. | Yoshimi Suzuki, Fumiyo Fukumoto |
| 2011 | ACL | Identification of Domain-Specific Senses in a Machine-Readable Dictionary. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 2011 | IC3K | Semantic Classification of Unknown Words based on Graph-based Semi-supervised Clustering. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 2011 | IC3K | Graph-Based Semi-supervised Clustering for Semantic Classification of Unknown Words. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 2011 | IC3K | Multi-labeled Patent Document Classification using Technical Term Thesaurus. | Yoshimi Suzuki, Fumiyo Fukumoto |
| 2011 | IJCNLP | Cluster Labelling based on Concepts in a Machine-Readable Dictionary. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 2010 | IC3K | Identifying Domain-specific Senses and Its Application to Text Classification. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 2008 | COLING | Retrieving Bilingual Verb-Noun Collocations by Integrating Cross-Language Category Hierarchies. | Fumiyo Fukumoto, Yoshimi Suzuki, Kazuyuki Yamashita |
| 2006 | ACL | Using Bilingual Comparable Corpora and Semi-supervised Clustering for Topic Tracking. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 2006 | Interspeech | Thesaurus expansion using similar word pairs from patent documents. | Yoshimi Suzuki, Fumiyo Fukumoto |
| 2004 | COLING | Correcting Category Errors in Text Classification. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 2004 | CoNLL | A Comparison of Manual and Automatic Constructions of Category Hierarchy for Classifying Large Corpora. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 2004 | Interspeech | Learning subject drift for topic tracking. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 2004 | Interspeech | Clustering similar nouns for selecting related news articles. | Yoshimi Suzuki, Fumiyo Fukumoto, Yoshihiro Sekiguchi |
| 2002 | COLING | Detecting Shifts in News Stories for Paragraph Extraction. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 2002 | COLING | Topic Tracking using Subject Templates and Clustering Positive Training Instances. | Yoshimi Suzuki, Fumiyo Fukumoto, Yoshihiro Sekiguchi |
| 2002 | EMNLP | Manipulating Large Corpora for Text Classification. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 2002 | Interspeech | Topic tracking using subject templates. | Yoshimi Suzuki, Fumiyo Fukumoto, Yoshihiro Sekiguchi |
| 2000 | Interspeech | Selecting TV news stories and newswire articles related to a target article of newswire using SVM. | Yoshimi Suzuki, Fumiyo Fukumoto, Yoshihiro Sekiguchi |
| 2000 | SIGIR | Event tracking based on domain dependency. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 1999 | EACL | Word Sense Disambiguation in Untagged Text based on Term Weight Learning. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 1998 | ACL | Keyword Extraction using Term-Domain Interdependence for Dictation of Radio News. | Yoshimi Suzuki, Fumiyo Fukumoto, Yoshihiro Sekiguchi |
| 1998 | EMNLP | An Empirical Approach to Text Categorization Based on Term Weight Learning. | Fumiyo Fukumoto, Yoshimi Suzuki |
| 1998 | Interspeech | Keyword extraction of radio news using domain identification based on categories of an encyclopedia. | Yoshimi Suzuki, Fumiyo Fukumoto, Yoshihiro Sekiguchi |
| 1998 | SIGIR | Keyword Extraction of Radio News Using Term Weighting with an Encyclopedia and Newspaper Articles. | Yoshimi Suzuki, Fumiyo Fukumoto, Yoshihiro Sekiguchi |
| 1996 | COLING | An Automatic Clustering of Articles Using Dictionary Definitions. | Fumiyo Fukumoto, Yoshimi Suzuki |