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Machine learning model performance.

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اقرأ أكثر حفظ في قائمتي

المؤلفون: Victor R. Martinez (8307732); Krishna Somandepalli (5297701); Shrikanth Narayanan (617216)
الموضوع:
Medicine; Neuroscience; Sociology; Mental Health; Biological Sciences not elsewhere classified; scene descriptions found; million scene descriptions; language patterns found; demonstrate novel possibilities; framework allow us; computational linguistic lens; film ; 50 thousand actions; 912 movie scripts; movie scripts; learning framework; computational approaches; movie portrayals; statistical analyses; proposed machine; male characters; less likely; learning methods; gendered actions; findings provide; female characters; female actors; display affection; data resources; dance )
نوع التسجيلة:
article in journal/newspaper
اللغة:
unknown

معلومة اضافية
- الموضوع:
  2022
- نبذة مختصرة :
  Complete table of performance results for the SRL systems. Legend: Oracle action denotes models with no automatic action identification. Uncased / Cased refers to the type of pre-trained BERT model used. +fine-tune notes models that were fine-tuned using the manually labeled action description dataset. For LSTM and GRU, size of hidden dimension is given by the number in parenthesis. Best performance highlighted in bold. (PDF)
- Relation:
  https://figshare.com/articles/journal_contribution/Machine_learning_model_performance_/21764354
- الرقم المعرف:
  10.1371/journal.pone.0278604.s001
- الدخول الالكتروني :
  https://doi.org/10.1371/journal.pone.0278604.s001
- Rights:
  CC BY 4.0
- الرقم المعرف:
  edsbas.6208F5FB

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