Complex Word Identification: Convolutional neural network vs. feature engineering

Arts & Humanities

• Word Identification 100%
• Neural Networks 64%
• English People 19%
• Non-native Speakers 18%
• Wikipedia 18%
• Natural Language Processing (NLP) 16%
• Benchmark 15%
• Language 5%
• Performance 5%

Engineering & Materials Science

• Deep neural networks 64%
• Convolutional neural networks 60%
• Macros 60%
• Natural language processing systems 40%
• Deep learning 29%

Social Sciences

• neural network 79%
• engineering 40%
• Wikipedia 16%
• English language 11%
• flexibility 10%
• performance 6%
• learning 4%