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Provide abstracts of computer science-related papers on arXiv. Participants need to use this data to predict the classification (Background, Objectives, Methods, Results, Conclusions, Others) of each sentence in the paper.

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2019_aicup_PaperAnnotation_competition

Provide abstracts of computer science-related papers on arXiv. Participants need to use this data to predict the classification (Background, Objectives, Methods, Results, Conclusions, Others) of each sentence in the paper. link

Dataset (final ver.)

  • Number of training set : 7000 papers
  • Number of testing set : 20000 papers

Algorithm

  • init embedding+BiGRU(baseline)
  • glove+BiGRU(final)

Through the expriment, we found the GRU better than the LSTM in this task

Awards

All participating teams have 469 https://tbrain.trendmicro.com.tw/Competitions/Details/8

Evaluation Methods

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Provide abstracts of computer science-related papers on arXiv. Participants need to use this data to predict the classification (Background, Objectives, Methods, Results, Conclusions, Others) of each sentence in the paper.

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