Publications

2023

CESAR: Automatic Induction of Compositional Instructions for Multi-turn Dialogs
Ibrahim Taha Aksu, Devamanyu Hazarika, Shikib Mehri, Seokhwan Kim, Dilek Hakkani-Tur, Yang Liu, Mahdi Namazifar
In The 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023 (Long Paper). EMNLP 2023.

Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation
Ibrahim Taha Aksu, Min-Yen Kan, Nancy F. Chen
In The Association for Computational Linguistics: ACL 2023 (Long Paper). ACL 2023.
Video, Slides & Poster. Code

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.
Video, Slides & Poster

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.
Video and Slides. Code

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.