Dataset for Evaluating Abstractive Summaries of Crisis-Related Social Media

Description

The dataset created for evaluation of summaries generated from social media posted during five natural disasters. The dataset contains: ground truth reports created by human assessor based on ERCC Echo Flash reports (5 events); summaries generated by extractive and abstractive state-of-the-art with manual annotation of category-relevant and crisis-relevant claim. The dataset with annotated social media postings — link The full description of used summarization methods, sources of data and evaluation metrics available in the paper — link

Resources

Name Format Description Link
0 http://data.europa.eu/88u/dataset/oai-zenodo-org-7714161
0 http://data.europa.eu/88u/dataset/oai-zenodo-org-7714161

Tags

  • natural-language-processing
  • crisis-informatics
  • multilingual
  • information-extraction
  • cross-lingual

Topics

Categories