Scubed at 3C task A - A simple baseline for citation context purpose classification

Code

• github.com/napsternxg/citation_context_classification
  OfficialIn papernone★ 2

Abstract

We present our team Scubed’s approach in the ‘3C’ Citation Context Classification Task, Subtask A, citation context purpose classification. Our approach relies on text based features transformed via tf-idf features followed by training a variety of models which are capable of capturing non-linear features. Our best model on the leaderboard is a multi-layer perceptron which also performs best during our rerun. Our submission code for replicating experiments is at: https://github.com/napsternxg/Citation_Context_Classification.

Tasks

Reproductions