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TMU-NLP System Using BERT-based Pre-trained Model to the NLP-TEA CGED Shared Task 2020
In this paper, we introduce our system for NLPTEA 2020 shared task of Chinese Grammatical Error Diagnosis (CGED).
Zuo Zhuan Ancient Chinese Dataset for Word Sense Disambiguation
Creation of an ancient Chinese dataset is considered a significant challenge because determining the most appropriate sense in a context is difficult and time-consuming owing to the different usages in ancient and modern Chinese.
Multi-resolution Spatiotemporal Enhanced Transformer Denoising with Functional Diffusive GANs for Constructing Brain Effective Connectivity in MCI analysis
In this paper, a novel Multi-resolution Spatiotemporal Enhanced Transformer Denoising (MSETD) network with an adversarially functional diffusion model is proposed to map functional magnetic resonance imaging (fMRI) into effective connectivity for mild cognitive impairment (MCI) analysis.
Chinese Grammatical Correction Using BERT-based Pre-trained Model
In recent years, pre-trained models have been extensively studied, and several downstream tasks have benefited from their utilization.
Mobile APP User Attribute Prediction by Heterogeneous Information Network Modeling
Based on meta-path in heterogeneous information networks, the new model integrates all relationships among objects into isomorphic relationships of classified objects.
