Syntax-informed Question Answering with Heterogeneous Graph Transformer

no code implementations • 1 Apr 2022 • Fangyi Zhu, Lok You Tan, See-Kiong Ng, Stéphane Bressan

Large neural language models are steadily contributing state-of-the-art performance to question answering and other natural language and information processing tasks.

Language Modelling Question Answering

COOL, a Context Outlooker, and its Application to Question Answering and other Natural Language Processing Tasks

no code implementations • 1 Apr 2022 • Fangyi Zhu, See-Kiong Ng, Stéphane Bressan

We present an outlook attention mechanism, COOL, for natural language processing.

Question Answering

OVC-Net: Object-Oriented Video Captioning with Temporal Graph and Detail Enhancement

no code implementations • 8 Mar 2020 • Fangyi Zhu, Jenq-Neng Hwang, Zhanyu Ma, Guang Chen, Jun Guo

Thereafter, we construct a new dataset, providing consistent object-sentence pairs, to facilitate effective cross-modal learning.

Object Sentence +1