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