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Papers Benchmarks Datasets Tasks

Twitter dataset and benchmarks – Page 5 · SOTA2 Research

Research Datasets

Twitter

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multimodal Aspect Term Extraction

TWITTER 2017 (test)

0.92Precision

5

Multimodal Aspect Term Extraction

TWITTER 2015 (test)

83.6Precision

5

Spell Correction

Twitter dataset (test)

67.6Whole-Word Accuracy

5

Document Classification

TWITTER preprocessed (test)

0.04Runtime (min)

5

Binary Classification

Twitter Non-IID

94.43Accuracy

4

Binary Classification

Twitter IID

94.37Accuracy

4

Partition Selection

Twitter

13,847Output Size

4

Dialog Response Generation

Twitter

4.82Noun Precision

4

Concept Comprehensibility Evaluation

Twitter

80Semantics

4

Concept Intruder Detection

Twitter

86.7Accuracy

4

Twitter (test)

0.69Count MAPE

4

Sentiment Analysis

Twitter

0.092ASR

4

Generative Task

twitter

28.4BS (Bits Per Character)

4

Multi-label Emotion Classification

Twitter 64 emojis (test)

34.4Accuracy

4

Aspect Term Extraction

Twitter

96.4F1 Score (ATE)

4

Twitter OCT27DEV (dev)

91.6Accuracy

4

Personalized Text Generation

Twitter (Human Evaluation)

2.28Consistency

3

Hypothesis Discovery

Twitter

19Significant Hypotheses Count

3

Twitter (test)

0MSE

3

Twitter DAILY547 (test)

91.6Accuracy

2

Misclassification Detection

Twitter POS-annotated tweets (test)

89AUROC

2

Fake News Classification

Twitter

94.1Accuracy

1

Graph Embedding

twitter7

14Speedup

1

Token Efficiency

Twitter API

3,673JSON Compact Token Count

1

Link Prediction

Twitter (test)

3.55MRR

1

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Popular tasks

Link Prediction Multimodal Named Entity Recognition Sentiment Analysis Named Entity Recognition Node Classification

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