Create README.md

README.md

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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