The Joint Method of Triple Attention and Novel Loss Function for Entity Relation Extraction in Small Data-Driven Computational Social Systems

Author:

Gao Honghao1ORCID,Huang Jiadong1,Tao Yuan1,Hussain Walayat2ORCID,Huang Yuzhe1ORCID

Affiliation:

1. School of Computer Engineering and Science, Shanghai University, Shanghai, China

2. Victoria University Business School, Victoria University, Melbourne, VIC, Australia

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Human-Computer Interaction,Social Sciences (miscellaneous),Modeling and Simulation

Reference42 articles.

1. Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained Features

2. BERT: Pre-training of deep bidirectional transformers for language understanding;devlin;Proc Conf North Amer Chapter Assoc Comput Linguistics Hum Lang Technol,2019

3. Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

4. Learning to Compare: Relation Network for Few-Shot Learning

5. Matching networks for one shot learning;vinyals;Proc Adv Neural Inf Process Syst,2016

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