JerMa88/TPR_Peer_Reviews

Transparent Peer Review (TPR) Dataset

This dataset contains peer reviews from TPR, standardized to match the format of the pawin205/PeerRT dataset.

Dataset Description

• —Source: TPR
• —Standardization: Matches pawin205/PeerRT schema with an additional year attribute.
• —Total Records: (See dataset viewer)

Dataset Structure

Each record contains the following attributes:

• —relative_rank: Default value (0).
• —win_prob: Default value (0.0).
• —title: Title of the paper.
• —abstract: Abstract of the paper.
• —full_text: Full text of the paper (or review text if unavailable).
• —review: The peer review text.
• —source: Source of the data ('TPR').
• —review_src: Original filename of the review.
• —criteria_count: Dictionary containing counts of specific criteria in the review (e.g., criticism, praise).
• —dimension_scores: Dictionary containing scores for various dimensions.
• —overall_score: Computed overall score (reward value).
• —thinking_trace: Placeholder (empty).
• —prompt: Placeholder (empty).
• —prompt_length: Placeholder (0).
• —conversations: List of dictionaries representing the conversation (User/Assistant format).
• —year: Year of publication (if available).

Usage

from datasets import load_dataset

dataset = load_dataset("JerMa88/TPR_Peer_Reviews")
print(dataset['train'][0])