Datasets
Viewing 1-10 of 11 datasets
S2AMP: A High-Coverage Dataset of Scholarly Mentorship Inferred from Publications
A dataset to study mentorship relationships in academia and corporate research labsSemantic Scholar • 2022Mentorship is a critical component of academia, but is not as visible as publications, citations, grants, and awards. Despite the importance of studying the quality and impact of mentorship, there are few large representative mentorship datasets available. We…Qasper
Question Answering on Research PapersAllenNLP, Semantic Scholar • 2021A dataset containing 1585 papers with 5049 information-seeking questions asked by regular readers of NLP papers, and answered by a separate set of NLP practitioners.S2AND: Semantic Scholar's Author Disambiguation Algorithm & Evaluation Suite
A dataset to train and evaluate models that do author disambiguation aka figuring out who wrote which paperSemantic Scholar • 2021A unified benchmark dataset for AND on scholarly papers, as well as an open-source reference model implementation. Our dataset harmonizes eight disparate AND datasets into a uniform format, with a single rich feature set drawn from the Semantic Scholar (S2…SciDocs
Academic paper representation dataset accompanying the SPECTER paper/modelSemantic Scholar • 2020Representation learning is a critical ingredient for natural language processing systems. Recent Transformer language models like BERT learn powerful textual representations, but these models are targeted towards token- and sentence-level training objectives…SciFact
1.4K expert-written scientific claims paired with evidence-containing abstracts.Semantic Scholar • 2020Due to the rapid growth in the scientific literature, there is a need for automated systems to assist researchers and the public in assessing the veracity of scientific claims. To facilitate the development of systems for this task, we introduce SciFact, a…CORD-19: COVID-19 Open Research Dataset
Tens of thousands of scholarly articles about COVID-19 and related coronavirusesSemantic Scholar • 2020CORD-19 is a free resource of tens of thousands of scholarly articles about COVID-19, SARS-CoV-2, and related coronaviruses for use by the global research community.S2ORC: The Semantic Scholar Open Research Corpus
The largest collection of machine-readable academic papers to date for NLP & text mining.Semantic Scholar • 2019A large corpus of 81.1M English-language academic papers spanning many academic disciplines. Rich metadata, paper abstracts, resolved bibliographic references, as well as structured full text for 8.1M open access papers. Full text annotated with…SciCite: Citation intenent classification dataset
A large dataset of citation intent classification based on citation textSemantic Scholar • 2019Citations play a unique role in scientific discourse and are crucial for understanding and analyzing scientific work. However not all citations are equal. Some citations refer to use of a method from another work, some discuss results or findings of other…Open Research Corpus
Over 39 million published research papers in Computer Science, Neuroscience, and BiomedicalSemantic Scholar • 2018Over 39 million published research papers in Computer Science, Neuroscience, and Biomedical. This is a subset of the full Semantic Scholar corpus which represents papers crawled from the Web and subjected to a number of filters.Explicit Semantic Ranking Dataset
March 2017Semantic Scholar • 2017This is the dataset for the paper Explicit Semantic Ranking for Academic Search via Knowledge Graph Embedding. It includes the query log used in the paper, relevance judgements for the queries, ranking lists from Semantic Scholar, candidate documents, entity…