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## Dataset
- split_survey_df: The split version of SciReviewGen, which aims to generate literature review **chapters**
- original_survey_df: The original version of SciReviewGen, which aims to generate **the entire text** of literature reviews
- summarization_csv: CSV files suitable for summarization task.
### Data format
#### split_survey_df & original_survey_df
- Row:
- literature review chapter or the entire text of literature review
- Column:
- paper_id: paper_id used in [S2ORC](https://github.com/allenai/s2orc)
- title: title of the literature review
- abstract: abstract of the literature review
- section: chapter title
- text: body text of literature review chapter or literature review paper
- n_bibs: number of the cited papers that can be used as inputs
- n_nonbibs: number of the cited papers that cannot be used as inputs
- bib_titles: titles of the cited papers
- bib_abstracts: abstracts of the cited papers
- bib_citing_sentences: citing sentences that cite the cited papers
- split: train/val/test split
#### summarization_csv
- Row:
- literature review chapter
- Column:
- reference: `literature review title <s> chapter title <s> abstract of cited paper 1 <s> BIB001 </s> literature review title <s> chapter title <s> abstract of cited paper 2 <s> BIB002 </s> ...`
- target: literature review chapter
### Data construction
Use `make_summarization_csv.py` to convert df to csv
## Reference
+ https://github.com/tetsu9923/SciReviewGen |