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Scientific Results Extraction

Information Retrieval › Scientific Results Extraction 3 평가 기록 2 datasets

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.

논문

AxCell: Automatic Extraction of Results from Machine Learning Papers

2004.14356 2020-04-29 이 페이지의 평가 2건

Micro Precision: 37.4Micro Recall: 23.2Micro F1: 28.7Macro Precision: 24

Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction

1906.09317 2019-06-21 이 페이지의 평가 1건

Micro Precision: 6.8Micro Recall: 8.4Micro F1: 7.5Macro Precision: 9.5