2026-10-16T00:52:05Z https://data.mendeley.com/oai

oai:data.mendeley.com/kpxdzkgs3j.2 2022-08-31T18:04:47Z

Giordano, Vito A Golden Set of Problem, Solution, Advantages Senteces of the Patents Mendeley Data This data contains two different dataset: (1) Golden Set is dataset of sentences tagged as (A) technical problem; (B) solution to the problem; and (C) advantageous effect of the invention. The dataset is based on a selectively extracted collection from the United States Patent and Trademark Office (USPTO) curated by Chikkamath, R., Parmar, V. R., Hewel, C., & Endres, M. (2021). The dataset is available upon request. (2) Test data is a database 400 random patent grants and patent applications downoladed from USPTO. We use this data for evaluating a transformer-based language models developed for extracting problems, solutions and advantages on a real case use in an open ended domain. Patent Natural Language Processing Problem Solving Text Mining Puccetti, Giovanni Chiarello, Filippo Fantoni, Gualtiero Dataset doi:10.17632/kpxdzkgs3j.2 oai:data.mendeley.com/kpxdzkgs3j.2 Creative Commons Attribution 4.0 International http://creativecommons.org/licenses/by/4.0 https://data.mendeley.com/datasets/kpxdzkgs3j 2022-08-31T18:04:47Z