Research Achievements

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

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

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

Consistent Response Generation with Controlled Specificity.

Junya Takayama, Yuki Arase

Findings of EMNLP

11, 2020

Text Classification with Negative Supervision

Sora Ohashi, Junya Takayama, Tomoyuki Kajiwara, Chu Chenhui, Yuki Arase

In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

7, 2020

Responsive and Self-Expressive Dialogue Generation

Kozo Chikai, Junya Takayama, Yuki Arase

In Proceedings of ACL 2019 Workshop on NLP for Conversational AI

8, 2019

Relevant and Informative Response Generation using Pointwise Mutual Information

Junya Takayama, Yuki Arase

In Proceedings of ACL 2019 Workshop on NLP for Conversational AI

8, 2019

Dialogue-Act Prediction of Future Response based on Conversation History

Koji Tanaka, Junya Takayama, Yuki Arase

In Proceedings of the ACL2019 Student Research Workshop

8, 2019

Dialogue breakdown detection robust to variations in annotators and dialogue systems

Junya Takayama, Eriko Nomoto, Yuki Arase

Computer Speech & Language

3, 2019

Vol/No/Pages: Vol. 54 , pp. 31 -- 43

Dialogue Breakdown Detection Considering Annotation Biases

Junya Takayama, Eriko Nomoto, Yuki Arase

Dialog System Technology Challenge 6 (DSTC6) Workshop

2017