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PubMed Term, Abstract, Conclusion, Title Dataset Dataset | Papersgraph

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PubMed Term, Abstract, Conclusion, Title Dataset

Introduced in PaperRobot: Incremental Draft Generation of Scientific Ideas2019

About this Dataset

This dataset gathers three types of pairs: Title-to-Abstract (Training: 22,811/Development: 2095/Test: 2095), Abstract-to-Conclusion and Future work (Training: 22,811/Development: 2095/Test: 2095), Conclusion and Future work-to-Title (Training: 15,902/Development: 2095/Test: 2095) from PubMed. Each pair contains a pair of input and output as well as the corresponding terms(from original KB and link prediction results).

Source: PaperRobot: Incremental Draft Generation of Scientific Ideas

Dataset Variants

PubMed Term, Abstract, Conclusion, Title Dataset

Papers1

PaperRobot: Incremental Draft Generation of Scientific Ideas

A PaperRobot who performs as an automatic research assistant by conducting deep understanding of a large collection of human-written papers in a target domain and constructing comprehensive background knowledge graphs is presented.

Dataset Loaders

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cM2908/misc-sql

Tasks

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Data-to-Text Generation Paper generation Paper generation (Title-to-abstract)Paper generation (abstract-to-conclusion)Paper generation (Conclusion-to-title)

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