PubMed Term, Abstract, Conclusion, Title Dataset

Introduced by Wang et al. in PaperRobot: Incremental Draft Generation of Scientific Ideas

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).

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Benchmarks

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Task	Dataset Variant	Best Model
Paper generation (Title-to-abstract)	PubMed Term, Abstract, Conclusion, Title Dataset	PaperRobot
Paper generation (abstract-to-conclusion)	PubMed Term, Abstract, Conclusion, Title Dataset	PaperRobot
Paper generation (Conclusion-to-title)	PubMed Term, Abstract, Conclusion, Title Dataset	PaperRobot