Open-Domain Response Generation in Low-Resource Settings Using Self-Supervised Pre-Training of Warm-Started Transformers

T Naous, Z Bassyouni, B Mousi, H Hajj… - ACM Transactions on …, 2023 - dl.acm.org
Learning response generation models constitute the main component of building open-
domain dialogue systems. However, training open-domain response generation models …

Mixture-of-Languages Routing for Multilingual Dialogues

J Pei, G Yan, M De Rijke, P Ren - ACM Transactions on Information …, 2024 - dl.acm.org
We consider multilingual dialogue systems and ask how the performance of a dialogue
system can be improved by using information that is available in other languages than the …

Contrastive Adversarial Training for Multi-Modal Machine Translation

X Huang, J Zhang, C Zong - ACM Transactions on Asian and Low …, 2023 - dl.acm.org
The multi-modal machine translation task is to improve translation quality with the help of
additional visual input. It is expected to disambiguate or complement semantics while there …

Generative AI in Multimodal Cross-Lingual Dialogue System for Inclusive Communication Support

V Nataraj, WH Liao, YS Chang… - … and Integration for …, 2024 - ieeexplore.ieee.org
Advancements in natural language processing have enhanced dialogue systems, making
them vital for inclusive technology that facilitates accessible interactions across diverse user …

Combining BERT Model with Semi‐Supervised Incremental Learning for Heterogeneous Knowledge Fusion of High‐Speed Railway On‐Board System

L Zhou, Z Zhao, J Dang - Computational Intelligence and …, 2022 - Wiley Online Library
On‐board system fault knowledge base (KB) is a collection of fault causes, maintenance
methods, and interrelationships among on‐board modules and components of high‐speed …

Combining BERT Model with Semi-Supervised Incremental Learning for Heterogeneous Knowledge Fusion of High-Speed Railway On-Board System

Z Lu-jie, Z Zhi-peng, D Jian-wu - … and Neuroscience: CIN, 2022 - search.proquest.com
On-board system fault knowledge base (KB) is a collection of fault causes, maintenance
methods, and interrelationships among on-board modules and components of high-speed …

[CITATION][C] Research Article Combining BERT Model with Semi-Supervised Incremental Learning for Heterogeneous Knowledge Fusion of High-Speed Railway On …

L Zhou, Z Zhao, J Dang - 2022