研究成果

Effective Candidate Selection and Interpretable Interest Extraction for Follower Prediction on Social Media

Seiji Maekawa, Santi Saeyor, Takeshi Sakaki, Makoto Onizuka

Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence (WI-IAT ’21)

2021年12月

DIRECT: Direct and Indirect Responses in Conversational Text Corpus

Junya Takayama, Tomoyuki Kajiwara, Yuki Arase

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: Findings

2021年11月

Definition Modelling for Appropriate Specificity

Han Huang, Tomoyuki Kajiwara, Yuki Arase

Proc. of Conference on Empirical Methods in Natural Language Processing (EMNLP2021)

2021年11月

巻・号・ページ: pp. 2499 -- 2509

Language-agnostic Representation from Multilingual Sentence Encoders for Cross-lingual Similarity Estimation

Nattapong Tiyajamorn, Tomoyuki Kajiwara, Yuki Arase, Makoto Onizuka

Proc. of Conference on Empirical Methods in Natural Language Processing (EMNLP2021)

2021年11月

巻・号・ページ: pp. 7764 -- 7774

Distilling Word Meaning in Context from Pre-trained Language Model

Yuki Arase, Tomoyuki Kajiwara

Findings of the Association for Computational Linguistics: EMNLP 2021

2021年11月

巻・号・ページ: pp. 534 -- 546

Adaptive Node Embedding Propagation for Semi-Supervised

Yuya Ogawa, Seiji Maekawa, Yuya Sasaki, Yasuhiro Fujiwara, Makoto Onizuka

Classification. Proceedings of The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD)

2021年9月

High-Dimensional Similarity Query Processing for Data Science

Jianbin Qin, Wei Wang, Chuan Xiao, Ying Zhang, Yaoshu Wang

SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2021 (Tutorial).

2021年8月

Distinct Label Representations for Few-Shot Text Classification.

Sora Ohashi, Junya Takayama, Tomoyuki Kajiwara, Yuki Arase

In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics.

2021年8月

Edit Distance Based Curriculum Learning for Paraphrase Generation.

Sora Kadotani, Tomoyuki Kajiwara, Yuki Arase, Makoto Onizuka

In Proceedings of the ACL-IJCNLP 2021 Student Research Workshop

2021年8月

SC-JNMF: single-cell clustering integrating multiple quantification methods based on joint non-negative matrix factorization

Mikio Shiga, Shigeto Seno, Makoto Onizuka, Hideo Matsuda

PeerJ 9

2021年8月

Consistent and Flexible Selectivity Estimation for High-Dimensional Data.

Yaoshu Wang, Chuan Xiao, Jianbin Qin, Rui Mao, Makoto Onizuka, Wei Wang, Rui Zhang, Yoshiharu Ishikawa

ACM SIGMOD International Conference on Management of Data (SIGMOD) 2021.

2021年6月

単語分散表現に基づく単一言語内フレーズアラインメント

吉仲 真人, 梶原 智之, 荒瀬 由紀

自然言語処理

2021年6月

巻・号・ページ: Vol. 28 , No. 2.0 , pp. 508 -- 531

Fast and Exact Outlier Detection in Metric Spaces: A Proximity Graph-based Approach

Daichi Amagata, Makoto Onizuka, Takahiro Hara

ACM SIGMOD

2021年6月

Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach.

Yuyang Dong, Kunihiro Takeoka, Chuan Xiao, Masafumi Oyamada

IEEE International Conference on Data Engineering (ICDE) 2021.

2021年4月

Smart City Data Analysis via Visualization of Correlated Attribute Patterns

Yuya Sasaki, Keizo Hori, Daiki Nishihara, Sora Ohashi, Yusuke Wakuta, Kei Harada, Makoto Onizuka, Yuki Arase, Shinji Shimojo, Kenji Doi, He Hongdi, Zhong-Ren Peng

24th International Conference on Extending Database Technology (EDBT)

2021年3月

HVS: Hierarchical Graph Structure Based on Voronoi Diagrams for Solving Approximate Nearest Neighbor Search

Kejing Lu, Mineichi Kudo, Chuan Xiao, Yoshiharu Ishikawa

Proceedings of the VLDB Endowment (PVLDB)

2021

巻・号・ページ: Vol. 15 , No. 2.0 , pp. 246 -- 258

Structural condition of combinatorial innovation through patent ability AI analysis

Shirasaka, H., Mikami, T., Onizuka, M., Kohda, Y., Javed, A.

International Journal of Intellectual Property Management

2021

巻・号・ページ: Vol. 11 , pp. 154 -- 164