Experimental Sentence-level token classification as an alternative method to sequence classification for multi-label data.
Denny Li
DerivedFunction
AI & ML interests
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Recent Activity
updated a collection about 3 hours ago
Polyglot Tagger: Cross-Language Detection via Sentence-NER updated a model about 4 hours ago
DerivedFunction/lang-ner-xlmr published a model about 14 hours ago
DerivedFunction/lang-ner-xlmrOrganizations
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Polyglot Tagger: Cross-Language Detection via Sentence-NER
Experimental Sentence-level token classification as an alternative method to sequence classification for multi-label data.
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DerivedFunction/nlp-noise-snippets
Viewer • Updated • 268k • 44 -
DerivedFunction/polyglot-tagger-60L-Experimental
Token Classification • 0.3B • Updated • 23 - Running
Language Extractor Demo
🌍Language Extractor: Polyglot Tagger
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DerivedFunction/polyglot-tagger-66L-3M
Token Classification • 0.3B • Updated • 24
50K IMDB Movie Reviews
https://www.kaggle.com/code/derivedfunction1/analysis-with-nn-llm-ml-models-ner-bi-grams
models 11
DerivedFunction/lang-ner-xlmr
0.3B • Updated • 814
DerivedFunction/polyglot-tagger-66L-3M
Token Classification • 0.3B • Updated • 24
DerivedFunction/polyglot-tagger-60L-Experimental
Token Classification • 0.3B • Updated • 23
DerivedFunction/distilbert-imdb
Text Classification • 65.8M • Updated • 14
DerivedFunction/distilbert-finance-sec
Fill-Mask • 67M • Updated • 23
DerivedFunction/albert-imdb
Text Classification • 11.7M • Updated • 3
DerivedFunction/distilroberta-imdb
Text Classification • 82.1M • Updated • 8
DerivedFunction/bert-imdb
Text Classification • 0.1B • Updated • 6
DerivedFunction/roberta-imdb
Text Classification • 0.1B • Updated • 6
DerivedFunction/Qwen3-0.6B-finance-instruct
Text Generation • 0.6B • Updated • 1
datasets 10
DerivedFunction/language-ner
Viewer • Updated • 4M • 7
DerivedFunction/nlp-noise-snippets
Viewer • Updated • 268k • 44
DerivedFunction/wikipedia-language-snippets-filtered
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DerivedFunction/finetranslations-filtered
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DerivedFunction/temporary-prompt-nlp
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DerivedFunction/sec-filings-snippets
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DerivedFunction/imdb-50K-reviews-cleaned
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DerivedFunction/sec-filings-market-risk-and-derivatives
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DerivedFunction/sec-filings-snippets-10K
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DerivedFunction/Finance-20K
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