| 2024 | EACL | Rethinking Loss Functions for Fact Verification. | Yuta Mukobara, Yutaro Shigeto, Masashi Shimbo |
| 2023 | CVPR | Learning Decorrelated Representations Efficiently Using Fast Fourier Transform. | Yutaro Shigeto, Masashi Shimbo, Yuya Yoshikawa, Akikazu Takeuchi |
| 2020 | EMNLP | A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings. | Katsuhiko Hayashi, Koki Kishimoto, Masashi Shimbo |
| 2019 | ECIR | Binarized Knowledge Graph Embeddings. | Koki Kishimoto, Katsuhiko Hayashi, Genki Akai, Masashi Shimbo, Kazunori Komatani |
| 2019 | EMNLP | A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs. | Katsuhiko Hayashi, Masashi Shimbo |
| 2018 | AAAI | Data-Dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion. | Hitoshi Manabe, Katsuhiko Hayashi, Masashi Shimbo |
| 2018 | ACL | Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction. | Van-Thuy Phi, Joan Santoso, Masashi Shimbo, Yuji Matsumoto |
| 2018 | NAACL | Neural Tensor Networks with Diagonal Slice Matrices. | Takahiro Ishihara, Katsuhiko Hayashi, Hitoshi Manabe, Masashi Shimbo, Masaaki Nagata |
| 2017 | ACL | On the Equivalence of Holographic and Complex Embeddings for Link Prediction. | Katsuhiko Hayashi, Masashi Shimbo |
| 2017 | IJCAI | Knowledge Transfer for Out-of-Knowledge-Base Entities : A Graph Neural Network Approach. | Takuo Hamaguchi, Hidekazu Oiwa, Masashi Shimbo, Yuji Matsumoto |
| 2017 | PAKDD | A Fast and Easy Regression Technique for k-NN Classification Without Using Negative Pairs. | Yutaro Shigeto, Masashi Shimbo, Yuji Matsumoto |
| 2016 | AAAI | Non-Linear Similarity Learning for Compositionality. | Masashi Tsubaki, Kevin Duh, Masashi Shimbo, Yuji Matsumoto |
| 2015 | AAAI | Localized Centering: Reducing Hubness in Large-Sample Data. | Kazuo Hara, Ikumi Suzuki, Masashi Shimbo, Kei Kobayashi, Kenji Fukumizu, Milos Radovanovic |
| 2013 | EMNLP | Centering Similarity Measures to Reduce Hubs. | Ikumi Suzuki, Kazuo Hara, Masashi Shimbo, Marco Saerens, Kenji Fukumizu |
| 2013 | EMNLP | Modeling and Learning Semantic Co-Compositionality through Prototype Projections and Neural Networks. | Masashi Tsubaki, Kevin Duh, Masashi Shimbo, Yuji Matsumoto |
| 2012 | AAAI | Investigating the Effectiveness of Laplacian-Based Kernels in Hub Reduction. | Ikumi Suzuki, Kazuo Hara, Masashi Shimbo, Yuji Matsumoto, Marco Saerens |
| 2012 | COLING | Walk-based Computation of Contextual Word Similarity. | Kazuo Hara, Ikumi Suzuki, Masashi Shimbo, Yuji Matsumoto |
| 2011 | ACL | HITS-based Seed Selection and Stop List Construction for Bootstrapping. | Tetsuo Kiso, Masashi Shimbo, Mamoru Komachi, Yuji Matsumoto |
| 2011 | CoNLL | Using the Mutual k-Nearest Neighbor Graphs for Semi-supervised Classification on Natural Language Data. | Kohei Ozaki, Masashi Shimbo, Mamoru Komachi, Yuji Matsumoto |
| 2010 | ICPR | Normalized Sum-over-Paths Edit Distances. | Silvia Garca-Dez, Franois Fouss, Masashi Shimbo, Marco Saerens |
| 2009 | ACL | Coordinate Structure Analysis with Global Structural Constraints and Alignment-Based Local Features. | Kazuo Hara, Masashi Shimbo, Hideharu Okuma, Yuji Matsumoto |
| 2009 | ACL | Bypassed alignment graph for learning coordination in Japanese sentences. | Hideharu Okuma, Kazuo Hara, Masashi Shimbo, Yuji Matsumoto |
| 2009 | CIKM | A graph-based approach for biomedical thesaurus expansion. | Ikumi Suzuki, Kazuo Hara, Masashi Shimbo, Yuji Matsumoto |
| 2008 | EMNLP | Graph-based Analysis of Semantic Drift in Espresso-like Bootstrapping Algorithms. | Mamoru Komachi, Taku Kudo, Masashi Shimbo, Yuji Matsumoto |
| 2008 | IJCNLP | Generic Text Summarization Using Probabilistic Latent Semantic Indexing. | Harendra Bhandari, Masashi Shimbo, Takahiko Ito, Yuji Matsumoto |
| 2008 | KDD | A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances. | Luh Yen, Marco Saerens, Amin Mantrach, Masashi Shimbo |
| 2007 | EMNLP | A Discriminative Learning Model for Coordinate Conjunctions. | Masashi Shimbo, Kazuo Hara |
| 2006 | ICDE | Investigating the Effect of Multiple Communities on Kernel-Based Citation Analysis. | Takahiko Ito, Masashi Shimbo, Daichi Mochihashi, Yuji Matsumoto |
| 2005 | KDD | Application of kernels to link analysis. | Takahiko Ito, Masashi Shimbo, Taku Kudo, Yuji Matsumoto |
| 2000 | ECAI | Towards Real-Time Search with Inadmissible Heuristics. | Masashi Shimbo, Toru Ishida |
| 1996 | AAAI | Improving the Learning Efficiencies of Realtime Search. | Toru Ishida, Masashi Shimbo |