TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK	EXTRA DATA	REMOVE
Named Entity Recognition	SciERC	SciBERT (Base Vocab)	F1	65.12	# 5

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10,000+ Times Accelerated Robust Subset Selection (ARSS)

12 Sep 2014 • Feiyun Zhu • Bin Fan • Xinliang Zhu • Ying Wang • Shiming Xiang • Chunhong Pan

Subset selection from massive data with noised information is increasingly popular for various applications. This problem is still highly challenging as current methods are generally slow in speed and sensitive to outliers... (read more)

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Ranked #5 on Named Entity Recognition on SciERC (using extra training data)

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TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK	USES EXTRA TRAINING DATA	RESULT	BENCHMARK
Named Entity Recognition	SciERC	SciBERT (Base Vocab)	F1	65.12	# 5			Compare

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