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Datasets:
nhop
/
scientific-quality-score-prediction

Tasks:
Text Classification
Modalities:
Tabular
Text
Formats:
parquet
Languages:
English
Size:
100K - 1M
Tags:
SDQP
scholarly
citation_count_prediction
review_score_prediction
Libraries:
Datasets
Dask
License:
Dataset card Data Studio Files Community
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  1. README.md +57 -2
README.md CHANGED
@@ -254,10 +254,10 @@ All datasets without parsed pdfs of submissions can be completed by running code
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  |--------------------------|-------------------------------------|-----------------------------------------------------------------------------|
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  | **Basic Paper Info** | | |
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  | `title` | `str` | The title of the paper. |
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- | `authors` | `list[dict]` | A list of authors of the paper. |
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  | `abstract` | `str \| None` | The abstract of the paper (optional). |
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  | `summary` | `str \| None` | A summary of the paper (optional). |
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- | `month_since_publication`| `int \| None` | Month passed since the publication date |
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  | `publication_date` | `str \| None` | The publication date of the paper (optional). |
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  | `field_of_study` | `list[str] \| None` | The field(s) of study the paper belongs to (optional). |
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  | `venue` | `str \| None` | The venue where the paper was published (optional). |
@@ -295,3 +295,58 @@ All datasets without parsed pdfs of submissions can be completed by running code
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  | `references` | `list[Reference] \| None` | A list of references cited in the paper (optional). |
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  | **Hypothesis** | | |
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  | `hypothesis` | `str \| None` | The hypothesis proposed in the paper annotated via an LLM (optional).
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  |--------------------------|-------------------------------------|-----------------------------------------------------------------------------|
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  | **Basic Paper Info** | | |
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  | `title` | `str` | The title of the paper. |
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+ | `authors` | `list[Author]` | A list of authors of the paper. |
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  | `abstract` | `str \| None` | The abstract of the paper (optional). |
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  | `summary` | `str \| None` | A summary of the paper (optional). |
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+ | `month_since_publication`| `int \| None` | Month passed since the publication date (optional) |
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  | `publication_date` | `str \| None` | The publication date of the paper (optional). |
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  | `field_of_study` | `list[str] \| None` | The field(s) of study the paper belongs to (optional). |
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  | `venue` | `str \| None` | The venue where the paper was published (optional). |
 
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  | `references` | `list[Reference] \| None` | A list of references cited in the paper (optional). |
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  | **Hypothesis** | | |
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  | `hypothesis` | `str \| None` | The hypothesis proposed in the paper annotated via an LLM (optional).
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+
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+ The attributes of Author, Review, Comment, Reference are the following:
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+
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+ ### Review
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+
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+ | Attribute | Type | Explanation |
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+ |--------------------------|-------------------------------------|-----------------------------------------------------------------------------|
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+ | `review_id` | `str` | A unique identifier for the review. |
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+ | `review` | `TextReview` | The content of the review, represented by the `TextReview` model. |
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+ | `score` | `float \| None` | The overall score given by the reviewer (optional). |
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+ | `confidence` | `float \| None` | The reviewer's confidence in their assessment (optional). |
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+ | `novelty` | `float \| None` | The novelty score of the paper (optional). |
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+ | `correctness` | `float \| None` | The correctness score of the paper (optional). |
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+ | `clarity` | `float \| None` | The clarity score of the paper (optional). |
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+ | `impact` | `float \| None` | The impact score of the paper (optional). |
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+ | `reproducibility` | `float \| None` | The reproducibility score of the paper (optional). |
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+ | `ethics` | `str \| None` | Ethical considerations noted by the reviewer (optional). |
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+
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+ ### TextReview
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+
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+ | Attribute | Type | Explanation |
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+ |--------------------------|-------------------------------------|-----------------------------------------------------------------------------|
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+ | `title` | `str \| None` | The title of the review (optional). |
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+ | `paper_summary` | `str \| None` | A summary of the paper being reviewed (optional). |
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+ | `main_review` | `str \| None` | The main content of the review (optional). |
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+ | `strength_weakness` | `str \| None` | A section discussing the strengths and weaknesses of the paper (optional). |
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+ | `questions` | `str \| None` | Questions raised by the reviewer (optional). |
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+ | `limitations` | `str \| None` | Limitations of the paper as noted by the reviewer (optional). |
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+ | `review_summary` | `str \| None` | A summary of the review (optional). |
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+
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+ ### Comment
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+
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+ | Attribute | Type | Explanation |
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+ |--------------------------|-------------------------------------|-----------------------------------------------------------------------------|
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+ | `title` | `str \| None` | The title of the comment (optional). |
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+ | `comment` | `str` | The content of the comment. |
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+
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+ ### Reference
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+
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+ | Attribute | Type | Explanation |
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+ |--------------------------|-------------------------------------|-----------------------------------------------------------------------------|
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+ | **Basic Paper Info** | | |
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+ | `title` | `str` | The title of the referenced paper. |
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+ | `abstract` | `str` | The abstract of the referenced paper (default is an empty string). |
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+ | `authors` | `list[str]` | A list of authors of the referenced paper. |
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+ | **IDs** | | |
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+ | `paperhash` | `str` | Paperhash for the reference paper (first_author_last_name\|title) |
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+ | `arxiv_id` | `str \| None` | The arXiv ID of the referenced paper (optional, default is an empty string).|
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+ | `s2_corpus_id` | `str \| None` | The Semantic Scholar (S2) corpus ID of the referenced paper (optional, default is an empty string). |
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+ | **Reference Specific Info** | | |
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+ | `intents` | `list[str] \| None` | The intents or purposes of the reference (optional). |
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+ | `isInfluential` | `bool \| None` | Indicates whether the reference is influential (optional). |
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