Transfer Learning Enhanced Single-choice Decision for Multi-choice Question Answering

no code implementations • 27 Apr 2024 • Chenhao Cui, Yufan Jiang, Shuangzhi Wu, Zhoujun Li

Multi-choice Machine Reading Comprehension (MMRC) aims to select the correct answer from a set of options based on a given passage and question.

Binary Classification Language Modelling +3

Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality

1 code implementation • 29 Jan 2023 • Xinnian Liang, Shuangzhi Wu, Chenhao Cui, Jiaqi Bai, Chao Bian, Zhoujun Li

The global one aims to identify vital sub-topics in the dialogue and the local one aims to select the most important context in each sub-topic.

Modeling Paragraph-Level Vision-Language Semantic Alignment for Multi-Modal Summarization

no code implementations • 24 Aug 2022 • Chenhao Cui, Xinnian Liang, Shuangzhi Wu, Zhoujun Li

The core of ViL-Sum is a joint multi-modal encoder with two well-designed tasks, image reordering and image selection.

Decoder