Attention-based LSTM for Aspect-level Sentiment Classification

EMNLP 2016  ·  Yequan Wang, Minlie Huang, Xiaoyan Zhu, Li Zhao ·

Task Dataset Model Metric Name Metric Value Global Rank Benchmark
Aspect-Based Sentiment Analysis SemEval 2014 Task 4 Sub Task 2 ATAE-LSTM Restaurant (Acc) 77.20 # 36
Laptop (Acc) 68.70 # 36
Mean Acc (Restaurant + Laptop) 72.95 # 35

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