16 citations · 21 across the 3 of their papers we have counts for
3 papers
cs.CL2022
Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer
Jianyi Zhang, Yiran Chen, Jianshu Chen
Developing neural architectures that are capable of logical reasoning has become increasingly important for a wide range of applications (e.g., natural language processing). Toward…
cs.CL2020★ 5 cited
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems
Yiran Chen, Pengfei Liu, Ming Zhong +4
Neural network-based models augmented with unsupervised pre-trained knowledge have achieved impressive performance on text summarization. However, most existing evaluation methods…
cs.CL2020★ 16 cited
Extractive Summarization as Text Matching
Ming Zhong, Pengfei Liu, Yiran Chen +3
This paper creates a paradigm shift with regard to the way we build neural extractive summarization systems. Instead of following the commonly used framework of extracting sentence…