no code implementations • COLING (CogALex) 2020 • Lu Cao, Yulong Chen, Dandan Huang, Yue Zhang
Functional Magnetic Resonance Imaging (fMRI) provides a means to investigate human conceptual representation in cognitive and neuroscience studies, where researchers predict the fMRI activations with elicited stimuli inputs.
1 code implementation • EMNLP 2020 • Dandan Huang, Leyang Cui, Sen yang, Guangsheng Bao, Kun Wang, Jun Xie, Yue Zhang
Deep learning has led to significant improvement in text summarization with various methods investigated and improved ROUGE scores reported over the years.
2 code implementations • 16 Jul 2020 • Jian Liu, Leyang Cui, Hanmeng Liu, Dandan Huang, Yile Wang, Yue Zhang
Machine reading is a fundamental task for testing the capability of natural language understanding, which is closely related to human cognition in many aspects.
1 code implementation • 27 Nov 2019 • Xuhui Zhou, Yue Zhang, Leyang Cui, Dandan Huang
However, relatively little work has been done investigating commonsense knowledge contained in contextualized representations, which is crucial for human question answering and reading comprehension.