Zhou Pei, Hiroyuki Shinnou, "Combining Generative Model and Attention Network for Anomaly Detection",
Journal of Information Processing, Vol32, pp.41-51 (2024).
Kanako Komiya, Aya Tanabe, Hiroyuki Shinnou, "Diachronic Domain Adaptation
of Word Sense Disambiguation in Corpus of Historical Japanese Using Word
Embeddings",NINJAL Research Papers, Vol.23, pp.29-57, DOI/10.15084/00003566
(2022,07).
Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou, Manabu Okumura, "Domain Adaptation using Word Embeddings for Word Sense Disambiguation", 自然言語処理, Vol.25, No.4 pp.463-480,(2018). [pdf]
Kanako Komiya, Masaya Suzuki, Tomoya Iwakura, Minoru Sasaki, Hiroyuki Shinnou, "Comparison of Methods to Annotate Named Entity Corpora", Transactions
on Asian and Low-Resource Language Information Processing, ACM Transactions
on Asian and Low-Resource Language Information Processing (TALLIP), Volume
17 Issue 4, Article No.34 (2018). [pdf]
Kyosuke Takahagi, Hiroyuki Shinnou, "Data Augmentation by Shuffling Phrases in Recognizing Textual Entailment",
PACLIC-2023, (2023,12,03).
Jun Izutsu, Kanako Komiya, Hiroyuki Shinnou, "Word Segmentation of Hiragana Sentences Using Hiragana BERT", PRICAI-2023, (2023,11,17).
Shota Iwamoto, Hiroyuki Shinnou, "Removement of MisLeading Data in Transfer Learning Using BERT",
TAAI-2022 J2-1 (2022).
Hirotaka Tanaka, Hiroyuki Shinnou, "Vocabulary expansion of compound words for domain adaptation of
BERT", PACLIC-2022 (2022).
Arata Suganami, Hiroyuki Shinnou, "Construction of Japanese BERT with Fixed Token Embeddings",
PACLIC-2022 (2022).
Naoki Shibayama, Hiroyuki Shinnou, "Construction and Evaluation of Japanese Sentence-BERT Models",
PACLIC-2021 (2021).
Naoki Kikuta, Hiroyuki Shinnou, "Application of Mix-Up Method in Document Classification Task using
BERT", RANLP-2021 (2021).
Youki Itoh, Hiroyuki Shinnou, "Domain-Specific Japanese ELECTRA Model Using a Small Corpus",
RANLP-2021 (2021).
Jing Bai, Rui Cao, Wen Ma and Hiroyuki Shinnou, "Construction of Domain-Specific DistilBERT Model by Using Fine-Tuning",
TAAI-2020 (2020).
Hirotaka Tanaka, Rui Cao, Jing Bai, Wen Ma and Hiroyuki Shinnou, "Construction of document feature vectors using BERT", TAAI-2020
(2020).
Yanghuizi Ou, Rui Cao, Jing Bai, Wen Ma and Hiroyuki Shinnou,"Analysis of Polysemy using Variance Values for Word Embeddings by
BERT", TAAI-2020 (2020).
Yi Zhao, Rui Cao, Jing Bai, Wen Ma and Hiroyuki Shinnou, "Determining the Logical Relation between Two Sentences by Using
the Masked Language Model of BERT", TAAI-2020 (2020).
Teruo Hirabayashi, Kanako Komiya, Masayuki Asahara and Hiroyuki Shinnou, "Composing Word Vectors for Japanese Compound Words Using Bilingual
Word Embeddings", PACLIC-2020 (2020).
Kanako Komiya, Daiki Yaginuma, Masayuki Asahara and Hiroyuki Shinnou ,"Generation and Evaluation of Concept Embeddings Via Fine-Tuning Using Automatically Tagged Corpus", PACLIC-2020 (2020).
Naoki Shibayama, Rui Cao, Jing Bai, Wen Ma and Hiroyuki Shinnou. "Evaluation of BERT Models by Using Sentence Clustering", PACLIC-2020
(2020).
Teruo Hirabayashi, Kanako Komiya, Masayuki Asahara and Hiroyuki Shinnou, "Automatic Creation of Correspondence Table of Meaning Tags from
Two Dictionaries in One Language Using Bilingual Word Embedding",
BUCC 2020, pp. 22-28, (2020).
Shin Fujii, Rui Cao, Jing Bai, Wen Ma, Hiroyuki Shinnou,"Detecting Missing Translations in Neural Machine Translation Using
Information Quantity in Sentences", TAAI-2019, DOI: 10.1109/TAAI48200.2019.8959850
(2019).
Jing Bai, Rui Cao, Wen Ma, Hiroyuki Shinnou, "Combination of Feature-based and Instance-based methods for Domain
Adaptation in Sentiment Classification", TAAI-2019, DOI:
10.1109/TAAI48200.2019.8959865 (2019). [pdf].
Jing Bai, Hirotaka Tanaka, Rui Cao, Wen Ma, Hiroyuki Shinnou, "Unsupervised Domain Adaptation for Sentimental Classification by
Word Embeddings on the Lower Layer of BERT", TAAI-2019, DOI:
10.1109/TAAI48200.2019.8959881 (2019). [pdf].
Hirotaka Tanaka, Hiroyuki Shinnou, Rui Cao, Jing Bai, Wen Ma，"Document Classification by Word Embeddings
of BERT", PACLING-2019, Paper #11 (2019). [pdf]
Rui Cao, Jing Bai, Wen Ma, Hiroyuki Shinnou, "Semi-supervised learning for all-words WSD using self-learning
and fine-tuning", PACLIC-33, pp.383--388 (2019). [pdf]
Kanako Komiya, Takumi Seitou, Minoru Sasaki, Hiroyuki Shinnou, "Composing Word Vectors for Japanese Compound Words Using Dependency
Relations", CICLING 2019 (2019). [pdf]
Hiroyuki Shinnou, Xinyu Zhao and Kanako Komiya, "Domain Adaptation Using a Combination
of Multiple Embeddings", PACLIC 2018 (2018). [pdf]
Masaya Suzuki, Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou, "Fine-tuning for Named Entity Recognition Using Part-of-Speech Tagging",
PACLIC 2018 (2018). [pdf]
Jing Bai, Hiroyuki Shinnou, Kanako Komiya, "Domain Adaptation for
Sentiment Analysis using Keywords in the Target Domain as the Learning
Weight", PACLIC 2018 (2018). [pdf]
Aya Tanabe, Kanako Komiya, Masayuki Asahara, Minoru Sasaki, Hiroyuki Shinnou, "Detecting Unknown Word Senses in Contemporary Japanese Dictionary
from Corpus of Historical Japanese", JADH 2018 (2018). [pdf]
Kanako Komiya, Hiroyuki Shinnou, "Investigating Effective Parameters for Fine-tuning of Word Embeddings
Using Only a Small Corpus", DeepLo 2018, Workshop of ACL 2018, pp.
60-67, (2018). [pdf]
Rui Suzuki, Kanako Komiya, Masayuki Asahara, Minoru Sasaki and Hiroyuki Shinnou,
"All-words Word Sense Disambiguation Using Concept Embeddings",
LREC 2018, pp.1006-1011, (2018). [pdf]
Kanako Komiya, Minoru Sasaki, and Hiroyuki Shinnou, "Distributed Representation vs. Context Vector: Comparison of Features
for Japanese Onomatopoeia Classification", CICLING 2018 (2018). [pdf]
Hiroyuki Shinnou, Kanako Komiya, Minoru Sasaki, and Shinsuke Mori, "Japanese all-words
WSD system using the Kyoto Text Analysis ToolKit", PACLIC-31, No-11, (2017). [pdf]
Hiroyuki Shinnou, Kanako Komiya and Minoru Sasaki, "Domain Adaptation for Document
Classification by Alternately Using Semi-supervised Learning and Feature
Weighted Learning", PACLING 2017, pp.239-250 (2017). [pdf]
Kanako Komiya, Shota Suzuki, Minoru Sasaki, Hiroyuki Shinnou, and Manabu Okumura, "Domain Adaptation for Word Sense Disambiguation
Using Word Embeddings", CICLING 2017, (to appear) (2017). [pdf]
Shoma Yamaki, Hiroyuki Shinnou, Kanako Komiya and Minoru Sasaki, "Supervised Word Sense Disambiguation
with Sentences Similarities from Context Word Embeddings", PACLIC-30,
Y16-1010 (2016). [pdf].
Minoru Sasaki, Katsumune Terauchi, Kanako Komiya, and Hiroyuki Shinnou, "Word Sense Disambiguation Using Active Learning with Pseudo Examples", SEMAPRO-2016,pp.59-63 (2016). [pdf].
Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou, Yoshiyuki Kotani and Manabu Okumura, "Selecting Training Data for
Unsupervised Domain Adaptation in Word Sense Disambiguation", PRICAI-2016,
pp.220-232 (2016). [pdf].
Kanako Komiya, Masaya Suzuki, Tomoya Iwakura, Minoru Sasaki, and Hiroyuki Shinnou, "Comparison of Annotating Methods for Named Entity Corpora",
LAW-X 2016, Workshop of ACL-2016, pp.59-67 (2016). [pdf].
Tatsuya Oono, Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou, "Estimating Concept Embeddings from Their Child Concepts", ICT-IPSC 2016, no 46 (2016). [pdf]
Hiroyuki Shinnou, Liying Xiao, Minoru Sasaki and Kanako Komiya, "Hybrid Method of
Semi-supervised Learning and Feature Weighted Learning for Domain Adaptation
of Document Classification", PACLIC-29, pp.500-507 (2015). [pdf]
Kazuhei Kouno, Hiroyuki Shinnou, Minoru Sasaki and Kanako Komiya, "Unsupervised Domain Adaptation
for Word Sense Disambiguation using Stacked Denoising Autoencoder",
PACLIC-29, pp.224-231 (2015). [pdf]
Hiroyuki Shinnou, Minoru Sasaki and Kanako Komiya, "Learning under Covariate Shift for Domain Adaptation for Word Sense Disambiguation", PACLIC-29, pp.215-223 (2015). [pdf]
Kanako Komiya, Yuto Sasaki, Hajime Morita, Minoru Sasaki, Hiroyuki Shinnou and Yoshiyuki Kotani,"Surrounding Word Sense Model for Japanese All-words
Word Sense Disambiguation", PACLIC-29, pp.35-43 (2015). [pdf]
Kanako Komiya, Daichi EDAMURA, Ryuta TAMURA, Minoru SASAKI, Hiroyuki SHINNOU and Yoshiyuki KOTANI. "Domain Adaptation with Filtering for Named
Entity Extraction of Japanese Anime-Related Words", RANLP-2015, pp.291-297
(2015). [pdf]
Hiroyuki Shinnou, Yoshiyuki Onodera, Minoru Sasaki and Kanako Komiya. "Active Learning to Remove Source Instances for Domain Adaptation for Word Sense Disambiguation", PACLING-2015, pp.156-162 (2015). [pdf]
Minoru Sasaki, Kanako Komiya and Hiroyuki Shinnou,"Word Sense Disambiguation Based on Semi-automatically Constructed
Collocation Dictionary",SEMAPRO-2014 (2014). [pdf]
Shinya Kunii and Hiroyuki Shinnou,"Combined Use of Topic Models on Unsupervised Domain Adaptation for
Word Sense Disambiguation", PACLIC-27, pp.415-422 (2013). [pdf]
Minoru Sasaki and Hiroyuki Shinnou,"Word Sense Disambiguation Based on Distance Metric Learning from Training Documents", The Sixth International Conference on Advances in Semantic Processing (SEMAPRO2012) (2012).[pdf]
Minoru Sasaki and Hiroyuki Shinnou,"Detection of Peculiar Word Sense by Distance Metric Learning with
Labeled Examples", LREC-2012 (2012).[pdf]
Minoru Sasaki and Hiroyuki Shinnou,"Document Clustering Using Semantic Relationship Between Target Documents
And Related Documents",The Fourth International Conference on Advances
in Semantic Processing (SEMAPRO2010) (2010).[pdf]
Hiroyuki Shinnou and Minoru Sasaki,"Detection of Peculiar Examples using LOF and One Class SVM", LREC-2010 (2010).[pdf]
Hiroyuki Shinnou and Minoru Sasaki,"Division of Example Sentences Based on the Meaning
of a Target Word Using Semi-supervised Clustering", LREC-2008 (2008).[pdf]
Hiroyuki Shinnou and Minoru Sasaki,"Ping-pong Document Clustering using NMF and Linkage-Based
Refinement",LREC-2008 (2008).[pdf]
Hiroyuki Shinnou and Minoru Sasaki,"Spectral Clustering for a Large Data Set by Reducing the Similarity Matrix Size", LREC-2008 (2008).[pdf]
Hiroyuki Shinnou and Minoru Sasaki,"Refinement of document clustering by using NMF",
PACLIC-21, pp.430-439 (2007).[pdf]
Hiroyuki Shinnou and Minoru Sasaki,"Ensemble Document Clustering Using Weighted Hypergraph
Generated by NMF", ACL-2007 Demo and Poster Sessions, pp.77-81 (2007).[pdf]
Minoru Sasaki and Hiroyuki Shinnou,"Spam Detection Using Text Clustering", International Conference on CYBERWORLDS (CW2005), pp.316-319 (2005).[pdf]
Minoru Sasaki and Hiroyuki Shinnou,"Information Retrieval System using Latent Contextual Relevance",
LREC-2004, pp.457-460 (2004).[pdf]
Hiroyuki Shinnou and Minoru Sasaki,"Semi-supervised learning by Fuzzy clustering and Ensemble learning", LREC-2004, pp.399-402 (2004).[pdf]
Hiroyuki Shinnou, Shyuya Abe and Minoru Sasaki,"Learning of word sense disambiguation
rules by Belief Networks", PACLING-03, pp.245-248 (2003).[pdf]
Minoru Sasaki and Hiroyuki Shinnou,"Automatic thesaurus construction using word clustering",PACLING-03,
pp.55-62 (2003).[pdf]
Hiroyuki Shinnou and Minoru Sasaki,"Unsupervised learning of word sense disambiguation
rules by estimating an optimum iteration number in the EM algorithm",
Seventh Conference on Natural Language Learning (CoNLL-2003), pp.41-48
(2003).[pdf]
Hiroyuki Shinnou,"Learning of word sense disambiguation rules by Co-training, checking co-occurrence of features", LREC-02, Vol.IV, pp.1380-1384 (2002).[pdf]
Hiroyuki Shinnou,"Detection of errors in training data by using a decision list and
Adaboost", IJCAI-2001 workshop, "Text Learning: Beyond Supervision",
pp.61-65 (2001).[pdf]
Hiroyuki Shinnou,"Deterministic Japanese Word Segmentation by Decision List Method",PRICAI-2000,
pp.822 (2000).[pdf]
Hiroyuki Shinnou and Masanori Ikeya, "Extraction of unknown words using the probability of accepting the kanji character sequence as one word", LREC-2000, pp.683--687 (2000).[pdf]
Hiroyuki Shinnou and Masanori Ikeya, "Correction of Word Segmentation Errors through
Character-based HMM",Pacific Association for Computational Linguistics
PACLING-99, pp.131--136 (1999).[pdf]
Hiroyuki Shinnou,"Detection of Japanese Homophone Errors by a Decision List Including
a Written Word as a Default Evidence",9th Conference of the European
Chapter of the Association for Computational Linguistics (EACL-99), pp.180-187
(1999).[pdf]
Hiroyuki Shinnou,"Revision of Morphological Analysis Errors Through the Person Name Construction Model", Third Conference of the Association for Machine Translation in the Americas (AMTA-98), pp.398-407 (1998).[pdf]
Satoshi Sekine, Ralph Grishman, and Hiroyuki Shinnou,"A Decision Tree Method for Finding and Classifying Names in Japanese
Texts", 6th Workshop on Very Large Corpora (WVLC-6) (1998).[pdf]
Hiroyuki Shinnou,"Finding a Deficiency of a Meaning in a Bunrui-goi-hyou Entry by
Using Copora", 11th Pacfic Asia Conference on Language, Information
and Computation (PACLIC-11), pp.177-186 (1996).[pdf]
Hiroyuki Shinnou,"Redefining similarity in a thesaurus by using corpora", The 16th International Conference on Computational Linguistics (COLING-96), pp.1131-1135 (1996).[pdf]
Hiroyuki Shinnou and Hitoshi Isahara,"Automatically Extacting Simple Auxiliary Phrases
from a Corpus",Natural Language Processing Pacific Rim Symposium,
pp.136-143 (1993).[pdf]
研究会、大会
小野寺優, 新納浩幸, "LLM を利用した文書分類のための Data Augmentation", 第30回言語処理学会年次大会, P11-17
(2024).
Horonori Kikuchi and Hiroyuki Shinnou,"Domain Adaptation for Word Sense Disambiguation under the Problem
of Covariate Shift",NL-212-4 (2013). [pdf]
Shinya Kunii and Hiroyuki Shinnou,"Use of Combined Topic Models in Unsupervised Domain Adaptation for Word Sense Disambiguation",NL-212-3 (2013). [pdf]