Research Achievements

Self-Ensemble of N-best Generation Hypotheses by Lexically Constrained Decoding

Ryota Miyano, Tomoyuki Kajiwara, Yuki Arase

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)

12, 2023

Vol/No/Pages: pp. 14653 -- 14661

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Monolingual Phrase Alignment as Parse Forest Mapping

Yuki Arase, Sora Kadotani

the Joint Conference on Lexical and Computational Semantics (*SEM 2023)

7, 2023

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GuP: Fast Subgraph Matching by Guard-based Pruning

Junya Arai, Yasuhiro Fujiwara, Makoto Onizuka

Proceedings of the ACM on Management of Data (PACMMOD)

6, 2023

DOI: 10.1145/3589312

Vol/No/Pages: Vol. 1 , No. 2

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GenCAT: Generating Attributed Graphs with Controlled Relationships between Classes, Attributes, and Topology

Seiji Maekawa, Yuya Sasaki, George Fletcher, Makoto Onizuka

Information Systems 115: 102195

5, 2023

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モデル構造の自動チューニングを用いたパーソナライズド連合学習手法

松田 光司, 佐々木 勇和, 肖 川, 鬼塚 真

日本データベース学会和文論文誌

3, 2023

Vol/No/Pages: Vol. Vol. 21 , No. 2.0

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Predicting Parking Lot Availability by Graph-to-Sequence Model: A Case Study with SmartSantander

Yuya Sasaki, Junya Takayama, Juan Ramón Santana, Shohei Yamasaki, Tomoya Okuno, Makoto Onizuka

in proceedings of International Conference on Mobile Data Management (MDM)

2023

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Learned Spatial Data Partitioning

Keizo Hori, Yuya Sasaki, Daichi Amagata, Yuki Murosaki, Makoto Onizuka

International Workshop on Exploiting Artificial Intelligence Techniques for Data Management(aiDM)

2023

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Holistic Prediction on a Time-Evolving Attributed Graph

Shohei Yamasaki, Yuya Sasaki, Panagiotis Karras, Makoto Onizuka

Annual Meeting of the Association for Computational Linguistics (ACL)

2023

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Unbalanced Optimal Transport for Unbalanced Word Alignment

Yuki Arase, Han Bao, Sho Yokoi

Annual Meeting of the Association for Computational Linguistics (ACL)

2023

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DeepJoin: Joinable Table Discovery with Pre-trained Language Models

Yuyang Dong, Chuan Xiao, Takuma Nozawa, Masafumi Enomoto, Masafumi Oyamada

International Conference on Very Large Data Bases(VLDB)

2023

Vol/No/Pages: Vol. Vol. 16

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CAGAIN: Column Attention Generative Adversarial Imputation Networks

Jun Kawagoshi, Yuyang Dong, Takuma Nozawa, Chuan Xiao

34th International Conference on Database and Expert Systems Applications

2023

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編集操作予測に基づく語彙制約付きデコーディングによるテキスト平易化の難易度制御

舌 達也, 梶原 智之, 荒瀬 由紀

自然言語処理

2023

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"Guinea Pig Trials" Utilizing GPT: A Novel Smart Agent-Based Modeling Approach for Studying Firm Competition and Collusion.

Xu Han, Zengqing Wu, Chuan Xiao

Conference on Information Systems and Technology (CIST)

2023

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Using Differential Privacy to Define Personal, Anonymous, and Pseudonymous Data

Tao Huang, Shuyuan Zheng

IEEE Access

2023

Vol/No/Pages: Vol. 11

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差分プライバシー技術の法的課題―米国国勢調査における実用化を素材としてー

小西 葉子, 芝池 亮弥, 鄭 舒元, 曹 洋, 吉川 正俊

情報ネットワーク・ローレビュー

2023

Vol/No/Pages: Vol. 22

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Benchmark for Personalized Federated Learning

Koji Matsuda, Yuya Sasaki, Chuan Xiao, Makoto Onizuka

IEEE Open Journal of the Computer Society

2023

Vol/No/Pages: Vol. vol.01 , pp. 1 -- 12

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Utilization of Information Entropy in Training and Evaluation of Students’ Abstraction Performance and Algorithm Efficiency in Programming

Chuan Xiao, Zengqing Wu, Huizhong Liu

IEEE Transactions on Education

2023

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