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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Results from the Paper


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

Methods used in the Paper


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