TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK
Multi-Label Text Classification	CC3M-TagMask	NLTK	F1	69.8	# 3
Multi-Label Text Classification	CC3M-TagMask	NLTK	Precision	59.8	# 4
Multi-Label Text Classification	CC3M-TagMask	NLTK	Recall	83.7	# 1
Multi-Label Text Classification	CC3M-TagMask	NLTK	Accuracy	79.6	# 4

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NLTK: The Natural Language Toolkit

17 May 2002 · Edward Loper, Steven Bird ·

NLTK, the Natural Language Toolkit, is a suite of open source program modules, tutorials and problem sets, providing ready-to-use computational linguistics courseware. NLTK covers symbolic and statistical natural language processing, and is interfaced to annotated corpora. Students augment and replace existing components, learn structured programming by example, and manipulate sophisticated models from the outset.

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