Huihui Zhang — accepted AI-conference papers

2021

Exploiting Reasoning Chains for Multi-hop Science Question Answering

Weiwen Xu, Yang Deng, Huihui Zhang, Deng Cai, Wai Lam

EMNLP 2021finding

We propose a novel Chain Guided Retriever-reader (CGR) framework to model the reasoning chain for multi-hop Science Question Answering. Our framework is capable of performing explainable reasoning without the need of any corpus-specific annotations, such as the ground-truth reasoning chain, or human…

Cited by 29 Source ↗PDF ↗code ↗Scholar ↗

2020

Knowledge Graph Embedding with Atrous Convolution and Residual Learning

Feiliang Ren, Juchen Li, Huihui Zhang, Shilei Liu, Bochao Li, Ruicheng Ming +1

COLING 2020main

Knowledge graph embedding is an important task and it will benefit lots of downstream applications. Currently, deep neural networks based methods achieve state-of-the-art performance. However, most of these existing methods are very complex and need much time for training and inference. To address t…

Cited by 43 Source ↗PDF ↗code ↗Scholar ↗