TimSchopf
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nlp_taxonomy_classifier

Text Classification

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TimSchopf commited on Jul 20, 2023

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 # NLP Concept Classifier
-This is a pre-trained BERT language model to classify NLP-related research papers according to concepts included in the [NLP taxonomy](#nlp-taxonomy).
 It is a multi-label classifier that can predict concepts from all levels of the NLP taxonomy.
 If the model identifies a lower-level concept, it did learn to predict both the lower-level concept and its hypernyms in the NLP taxonomy.
 The model is fine-tuned on a weakly labeled dataset of 178,521 scientific papers from the ACL Anthology, the arXiv cs.CL domain, and Scopus.

 # NLP Concept Classifier
+This is a fine-tuned BERT-based language model to classify NLP-related research papers according to concepts included in the [NLP taxonomy](#nlp-taxonomy).
 It is a multi-label classifier that can predict concepts from all levels of the NLP taxonomy.
 If the model identifies a lower-level concept, it did learn to predict both the lower-level concept and its hypernyms in the NLP taxonomy.
 The model is fine-tuned on a weakly labeled dataset of 178,521 scientific papers from the ACL Anthology, the arXiv cs.CL domain, and Scopus.