Publications

2022

N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking
Ibrahim Taha Aksu, Zhengyuan Liu, Min-Yen Kan, Nancy F. Chen
In Findings of the Association for Computational Linguistics: ACL 2022 (Long Paper). ACL Findings 2022.

2021

Velocidapter: Task-oriented Dialogue Comprehension Modeling Pairing Synthetic Text Generation with Domain Adaptation
Ibrahim Taha Aksu, Zhengyuan Liu, Min-Yen Kan, Nancy F. Chen
In SIGDIAL – Special Interest Group on Discourse and Dialogue: SIGDIAL 2021 (Long Paper). SIGDIAL 2021.

2019

Reranking of responses using transfer learning for a retrieval-based chatbot
Ibrahim Taha Aksu, Nancy F. Chen, Luis Fernando D’Haro, Rafael Banchs
In Tenth International Workshop on Spoken Dialogue Systems Technology: IWSDS 2019. IWSDS 2019.