Research Achievements
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)
12, 2021
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
11, 2021
Definition Modelling for Appropriate Specificity
Han Huang, Tomoyuki Kajiwara, Yuki Arase
Proc. of Conference on Empirical Methods in Natural Language Processing (EMNLP2021)
11, 2021
Vol/No/Pages: 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)
11, 2021
Vol/No/Pages: pp. 7764 -- 7774
Distilling Word Meaning in Context from Pre-trained Language Model
Findings of the Association for Computational Linguistics: EMNLP 2021
11, 2021
Vol/No/Pages: 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)
9, 2021
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).
8, 2021
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.
8, 2021
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
8, 2021
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
8, 2021
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.
6, 2021
Fast and Exact Outlier Detection in Metric Spaces: A Proximity Graph-based Approach
Daichi Amagata, Makoto Onizuka, Takahiro Hara
ACM SIGMOD
6, 2021
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.
4, 2021
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)
3, 2021
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
Vol/No/Pages: Vol. 15 , No. 2.0 , pp. 246 -- 258
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