## 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