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subjectivebiasabs's Introduction

SubjectiveBiasABS

  • code for the paper "Subjective Bias in Abstractive Summarization"
  • arxiv pdf

introduction

  • params.py：hyperparameters
  • get_datasets.py：get the topk oracle sentences in the article then parse
  • process_dataset.py：turn parsed file into the format of DGL graph triplet
  • model.py：the self-supervised GCN model for extracting subjective style embedding
  • train.py：training
  • infer.py: infer the whole training set to get subjective style embedding for clustering

detail

  • negative samples of oracle sentences are uniform-sampled by the jaccard sim

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