Research Summary

Selected Publications

• 1. Phi, V-T., Santoso, J., Tran V-H., Shindo H., Shimbo M., Matsumoto, Y.:
  "Distant Supervision for Relation Extraction via Piecewise Attention and Bag-Level Contextual Inference"
  IEEE Access, Volume:7, Issue:1, pp.103570-103582, (2019).
• 2. Wada T., Iwata T., Matsumoto, Y.:
  "Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models"
  Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), long paper, pp. 3113-3124, (2019).
• 3. Teranishi, H., Shindo H., Matsumoto, Y.:
  "Decomposed Local Models for Coordinate Structure Parsing"
  Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2019), long paper, pp.3394-3403, (2019).
• 4. Tran, V-H., Phi, V-T., Shindo H., Matsumoto, Y.:
  "Relation Classification Using Segment-Level Attention-based CNN and Dependency-based RNN"
  Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2019), short paper, pp.2793-2798, (2019).
• 5. Liu, J., Shindo, H., Matsumoto, Y.:
  "Development of a computer-assisted Japanese functional expression learning system for Chinese-speaking learners"
  Educational Technology Research and Development, Springer, Volume:67, Issue:5, pp.1307-1331, (2019).
• 6. Phan, D-A., Matsumoto, Y., Shindo, H.:
  "Autoencoder for Semisupervised Multiple Emotion Detection of Conversation Transcripts"
  IEEE Transactions on Affective Computing, (2018).
• 7. Ouchi, H., Shindo, H., Matsumoto, Y.:
  "A Span Selection Model for Semantic Role Labeling"
  Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), pp.1630-1642, (2018).
• 8. Phi, V-T., Santoso, J., Shimbo M., Matsumoto, Y.:
  "Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction"
  Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL-2018), pp.89–95, (2018).
• 9. Kobayashi, Y., Shimbo, M., Matsumoto, Y.:
  Citation Recommendation Using Distributed Representation of Discourse Facets in Scientific Articles
  Proceedings of The ACM/IEEE Joint Conference on Digital Libraries (JCDL-2018), pp.243-251, (2018).
• 10. Ouchi, H., Shindo, H., Matsumoto, Y.:
  "Neural Modeling of Multi-Predicate Interactions for Japanese Predicate Argument Structure Analysis"
  Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL), Volume 1, pp.1591-1600 (2017).

Related Links

Lab Members

Careers

Position	Deadline
Seeking a Research Scientist or Postdoctoral Researcher (W21036)	Open until filled

Contact Information