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MAMS dataset and benchmarks · SOTA2 Research

Research Datasets

MAMS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Aspect Sentiment Classification

MAMS (test)

86.38Accuracy

19

Sentiment cluster prediction

MAMS (test)

84.12EM

10

Aspect-Based Sentiment Analysis

MAMS

85.59Accuracy

8

Explanation Evaluation

MAMS (test)

23.92Sag (K=10)

6

Sentiment Classification

MAMS

94.07Accuracy

5

Popular tasks

Sentiment Classification Aspect Sentiment Classification Aspect-based Sentiment Analysis Explanation Evaluation Sentiment cluster prediction

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