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Scientific Results Extraction

Scientific results extraction is the task of extracting relevant result information (e.g., in the case of Machine learning performance results: task, dataset, metric name, metric value) from the scientific literature.

Papers

Showing 15 of 5 papers

TitleStatusHype
Automated Mining of Leaderboards for Empirical AI ResearchCode1
AxCell: Automatic Extraction of Results from Machine Learning PapersCode1
unarXive: A Large Scholarly Data Set with Publications' Full-Text, Annotated In-Text Citations, and Links to MetadataCode1
Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards ConstructionCode1
Predicting Real-time Scientific Experiments Using Transformer models and Reinforcement LearningCode0
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