Data · dataset · 2022
A Golden Set of Problem, Solution, Advantages Senteces of the Patents
Listed in Teesside University Research Data Repository
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.
Description
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.
Links
Where it is published
- DOI doi.org/10.17632/kpxdzkgs3j.2 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Computer Science & AI · Earth & Environmental Science · Humanities · Natural language processing
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/kpxdzkgs3j.2 | 17 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].anzsrc:field:460208 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Natural Language Processing'] |
| concepts[field].local:field:computer-science-ai | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |