| ## 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 |