| 2025 | NLDB | Utilization of SLMs as Generator in RAG. | Kouya Abe, Hiroyuki Shinnou |
| 2024 | NLDB | All-Words Pronunciation Estimation of Japanese Homographs Using Automatically Tagged Data. | Taichiro Kobayashi, Kanako Komiya, Hiroyuki Shinnou |
| 2023 | PACLIC | Data Augmentation by Shuffling Phrases in Recognizing Textual Entailment. | Kyosuke Takahagi, Hiroyuki Shinnou |
| 2023 | PRICAI | Word Segmentation of Hiragana Sentences Using Hiragana BERT. | Jun Izutsu, Kanako Komiya, Hiroyuki Shinnou |
| 2022 | PACLIC | Construction of Japanese BERT with Fixed Token Embeddings. | Arata Suganami, Hiroyuki Shinnou |
| 2022 | PACLIC | Vocabulary expansion of compound words for domain adaptation of BERT. | Hirotaka Tanaka, Hiroyuki Shinnou |
| 2021 | PACLIC | Construction and Evaluation of Japanese Sentence-BERT Models. | Naoki Shibayama, Hiroyuki Shinnou |
| 2021 | RANLP | Domain-Specific Japanese ELECTRA Model Using a Small Corpus. | Youki Itoh, Hiroyuki Shinnou |
| 2021 | RANLP | Application of Mix-Up Method in Document Classification Task Using BERT. | Naoki Kikuta, Hiroyuki Shinnou |
| 2020 | PACLIC | Composing Word Vectors for Japanese Compound Words Using Bilingual Word Embeddings. | Teruo Hirabayashi, Kanako Komiya, Masayuki Asahara, Hiroyuki Shinnou |
| 2020 | PACLIC | Generation and Evaluation of Concept Embeddings Via Fine-Tuning Using Automatically Tagged Corpus. | Kanako Komiya, Daiki Yaginuma, Masayuki Asahara, Hiroyuki Shinnou |
| 2020 | PACLIC | Evaluation of BERT Models by Using Sentence Clustering. | Naoki Shibayama, Rui Cao, Jing Bai, Wen Ma, Hiroyuki Shinnou |
| 2019 | CICLING | Composing Word Vectors for Japanese Compound Words Using Dependency Relations. | Kanako Komiya, Takumi Seitou, Minoru Sasaki, Hiroyuki Shinnou |
| 2018 | LREC | All-words Word Sense Disambiguation Using Concept Embeddings. | Rui Suzuki, Kanako Komiya, Masayuki Asahara, Minoru Sasaki, Hiroyuki Shinnou |
| 2018 | PACLIC | Domain Adaptation for Sentiment Analysis using Keywords in the Target Domain as the Learning Weight. | Jing Bai, Hiroyuki Shinnou, Kanako Komiya |
| 2018 | PACLIC | Domain Adaptation Using a Combination of Multiple Embeddings for Sentiment Analysis. | Hiroyuki Shinnou, Xinyu Zhao, Kanako Komiya |
| 2018 | PACLIC | Fine-tuning for Named Entity Recognition Using Part-of-Speech Tagging. | Masaya Suzuki, Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou |
| 2017 | CICLING | Domain Adaptation for Word Sense Disambiguation Using Word Embeddings. | Kanako Komiya, Shota Suzuki, Minoru Sasaki, Hiroyuki Shinnou, Manabu Okumura |
| 2017 | PACLIC | Japanese all-words WSD system using the Kyoto Text Analysis ToolKit. | Hiroyuki Shinnou, Kanako Komiya, Minoru Sasaki, Shinsuke Mori |
| 2016 | PACLIC | Supervised Word Sense Disambiguation with Sentences Similarities from Context Word Embeddings. | Shoma Yamaki, Hiroyuki Shinnou, Kanako Komiya, Minoru Sasaki |
| 2016 | PRICAI | Selecting Training Data for Unsupervised Domain Adaptation in Word Sense Disambiguation. | Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou, Yoshiyuki Kotani, Manabu Okumura |
| 2015 | PACLIC | Surrounding Word Sense Model for Japanese All-words Word Sense Disambiguation. | Kanako Komiya, Yuto Sasaki, Hajime Morita, Minoru Sasaki, Hiroyuki Shinnou, Yoshiyuki Kotani |
| 2015 | PACLIC | Unsupervised Domain Adaptation for Word Sense Disambiguation using Stacked Denoising Autoencoder. | Kazuhei Kouno, Hiroyuki Shinnou, Minoru Sasaki, Kanako Komiya |
| 2015 | PACLIC | Learning under Covariate Shift for Domain Adaptation for Word Sense Disambiguation. | Hiroyuki Shinnou, Minoru Sasaki, Kanako Komiya |
| 2015 | PACLIC | Hybrid Method of Semi-supervised Learning and Feature Weighted Learning for Domain Adaptation of Document Classification. | Hiroyuki Shinnou, Liying Xiao, Minoru Sasaki, Kanako Komiya |
| 2015 | RANLP | Domain Adaptation with Filtering for Named Entity Extraction of Japanese Anime-Related Words. | Kanako Komiya, Daichi Edamura, Ryuta Tamura, Minoru Sasaki, Hiroyuki Shinnou, Yoshiyuki Kotani |
| 2013 | PACLIC | Use of Combined Topic Models in Unsupervised Domain Adaptation for Word Sense Disambiguation. | Shinya Kunii, Hiroyuki Shinnou |
| 2012 | LREC | Detection of Peculiar Word Sense by Distance Metric Learning with Labeled Examples. | Minoru Sasaki, Hiroyuki Shinnou |
| 2010 | LREC | Detection of Peculiar Examples using LOF and One Class SVM. | Hiroyuki Shinnou, Minoru Sasaki |
| 2008 | LREC | Ping-pong Document Clustering using NMF and Linkage-Based Refinement. | Hiroyuki Shinnou, Minoru Sasaki |
| 2008 | LREC | Spectral Clustering for a Large Data Set by Reducing the Similarity Matrix Size. | Hiroyuki Shinnou, Minoru Sasaki |
| 2008 | LREC | Division of Example Sentences Based on the Meaning of a Target Word Using Semi-Supervised Clustering. | Hiroyuki Shinnou, Minoru Sasaki |
| 2007 | ACL | Ensemble document clustering using weighted hypergraph generated by NMF. | Hiroyuki Shinnou, Minoru Sasaki |
| 2007 | PACLIC | Refinement of Document Clustering by Using NMF. | Hiroyuki Shinnou, Minoru Sasaki |
| 2005 | CW | Spam Detection Using Text Clustering. | Minoru Sasaki, Hiroyuki Shinnou |
| 2004 | LREC | Information Retrieval System Using Latent Contextual Relevance. | Minoru Sasaki, Hiroyuki Shinnou |
| 2004 | LREC | Semi-supervised Learning by Fuzzy Clustering and Ensemble Learning. | Hiroyuki Shinnou, Minoru Sasaki |
| 2003 | CoNLL | Unsupervised learning of word sense disambiguation rules by estimating an optimum iteration number in the EM algorithm. | Hiroyuki Shinnou, Minoru Sasaki |
| 2002 | LREC | Learning of word sense disambiguation rules by Co-training, checking co-occurrence of features. | Hiroyuki Shinnou |
| 2000 | LREC | Extraction of Unknown Words Using the Probability of Accepting the Kanji Character Sequence as One Word. | Hiroyuki Shinnou, Masanori Ikeya |
| 2000 | PRICAI | Deterministic Japanese Word Segmentation by Decision List Method. | Hiroyuki Shinnou |
| 1999 | EACL | Detection of Japanese Homophone Errors by a Decision List Including a Written Word as a Default Evidence. | Hiroyuki Shinnou |
| 1998 | AMTA | Revision of Morphological Analysis Errors through the Person Name Construction Model. | Hiroyuki Shinnou |
| 1996 | COLING | Redefining similarity in a thesaurus by using corpora. | Hiroyuki Shinnou |
| 1996 | PACLIC | Finding a Deficiency of a Meaning in a Bunrui-goi-hyou Entry by Using Corpora. | Hiroyuki Shinnou |