Ensemble Multi-Channel Neural Networks for Scientific Language Editing Evaluation

Keyphrases

• Multi-stream Neural Network 100%
• Scientific Language 100%
• Language Editing 100%
• Scientific Writing 100%
• NN Model 50%
• Automated Evaluation 50%
• Performance Improvement 25%
• Multi-channel 25%
• Network Architecture 25%
• Effective Approach 25%
• Convolutional Neural Network 25%
• Increased Demand 25%
• Computer-based 25%
• Number of Channels 25%
• Majority Voting Ensemble 25%
• Bidirectional Long Short-term Memory (BiLSTM) 25%
• Ensemble Size 25%
• Shared Task 25%
• Non-native English Speakers 25%
• Automated Essay Scoring 25%
• F1 Score 25%
• Ensemble Network 25%
• Natural Language Processing Tools 25%
• Evaluation Task 25%
• Word Embedding Representation 25%
• Writing Tools 25%
• Competition Tasks 25%
• BERT Transformer 25%

Computer Science

• Neural Network 100%
• Scientific Writing 100%
• Experimental Result 25%
• Performance Improvement 25%
• Convolutional Neural Network 25%
• Network Architecture 25%
• Effective Approach 25%
• Natural Language Processing 25%
• Scientific Paper 25%
• Majority Voting 25%
• Bidirectional Encoder Representations From Transformers 25%
• Bidirectional Long Short-Term Memory Network 25%
• English Speaker 25%
• Word Embedding 25%

Arts and Humanities

• Scientific Language 100%
• Scientific Writing 100%
• Experimental 25%
• Majority 25%
• Architecture 25%
• Driving 25%
• Composing 25%
• non-native English speakers 25%
• Writing Tool 25%
• Short Term Memory 25%
• Natural Language Processing 25%
• Language needs 25%
• English 25%