2024
Abibulla Atawulla, Fengyi Yang, Yating Yang, Yi Wang and Xi Zhou (2024). Dynamic Schema-Constrained Multi-Domain Dialogue State Tracking Model. Journal of Chinese Computer & Systems, JCCS (Chinese).
Zhengdong Luo, Abibulla Atawulla, Fengyi Yang, Yongqing Zhu, Yixiao Ren, Yunfei Han and Xi Zhou. TabCGOK: Intra-Class Groups Retrieval and Inter-Class Ordinal Knowledge Augmented Network for Ordinal Tabular Data Prediction. ECAI 2024 (CCF-B).
Guo Xinyu, Ma Bo, Abibulla Atawulla, Yang Fengyi, Zhou Xi (2024). Dynamic Heterogeneous Graph Enhanced Cascade Decoding Event Extraction Model. Computer Engineering (Chinese).
Abibulla Atawulla, Xi Zhou, Yating Yang and Fengyi Yang (2024). A Parameter-efficient Continual Learning Methods for Task-oriented dialogue Systems with Instructions. Manuscript is under preparation.
2023
Abibulla Atawulla, Xi Zhou, Yating Yang, Bo Ma and Fengyi Yang. A Slot-shared Span Prediction Neural Network for Multi-Domain Dialogue State Tracking.ICASSP 2023 (CCF-B) [Slide]
Fengyi Yang, Xi Zhou, Yating Yang, Bo Ma, Rui Dong, Abibulla Atawulla. A Domain-Transfer Meta Task Design Paradigm for Few-Shot Slot Tagging. AAAI 2023 (CCF-A).
Abibulla Atawulla, Xi Zhou, Fengyi Yang and Yi Wang.Dynamic Schema Graph-Enhanced Model for Multi-domain Dialogue State Tracking. Manuscript is under reviewing.
2022
Fengyi Yang and Xi Zhou and Yi Wang and Abibulla Atawulla and Ran Bi.Diversity Features Enhanced Prototypical Network for Few-shot Intent Detection.IJCAI 2022 (CCF-A).