A plug-and-play adapter for consistency identification in task-oriented dialogue systems

Z Ding, Z Yang, H Lin - Information Processing & Management, 2024 - Elsevier
Abstract Task-oriented Dialogue system (ToD) has gained significant attention due to its aim
to assist users in accomplishing various tasks. However, the neural network-based dialogue …

Control-DAG: Constrained Decoding for Non-Autoregressive Directed Acyclic T5 using Weighted Finite State Automata

J Chen, W Lin, J Mei, B Byrne - arXiv preprint arXiv:2404.06854, 2024 - arxiv.org
The Directed Acyclic Transformer is a fast non-autoregressive (NAR) model that performs
well in Neural Machine Translation. Two issues prevent its application to general Natural …

Augmenting Multi-modal Question Answering Systems with Retrieval Methods

W Lin - 2024 - repository.cam.ac.uk
The quest to develop artificial intelligence systems capable of handling intricate tasks has
propelled the prominence of deep learning, particularly since 2016, when neural network …