Papers › NLTK: The Natural Language Toolkit
NLTK: The Natural Language Toolkit
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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Tasks
Results from the paper archive 2025-07-28
| Task | Dataset | Model | Metric | Value | Rank at snapshot | Leaderboard | Report |
|---|---|---|---|---|---|---|---|
| Multi-Label Text Classification | CC3M-TagMask | NLTK | Accuracy | 79.6 | #4 of 6 | Archive leaderboard | report |
| Multi-Label Text Classification | CC3M-TagMask | NLTK | F1 | 69.8 | #4 of 6 | Archive leaderboard | report |
| Multi-Label Text Classification | CC3M-TagMask | NLTK | Precision | 59.8 | #4 of 6 | Archive leaderboard | report |
| Multi-Label Text Classification | CC3M-TagMask | NLTK | Recall | 83.7 | #4 of 6 | Archive leaderboard | report |
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