[ { "@graph" : [ { "@id" : "http://purl.org/np/RAhqNxfIdaMkNgPfUSApl6k0hebcUvBdBLnZSQ3Yk2KgU", "@type" : [ "http://www.nanopub.org/nschema#Nanopublication" ], "http://www.nanopub.org/nschema#hasAssertion" : [ { "@id" : "http://purl.org/np/RAhqNxfIdaMkNgPfUSApl6k0hebcUvBdBLnZSQ3Yk2KgU#assertion" } ], "http://www.nanopub.org/nschema#hasProvenance" : [ { "@id" : "http://purl.org/np/RAhqNxfIdaMkNgPfUSApl6k0hebcUvBdBLnZSQ3Yk2KgU#provenance" } ], "http://www.nanopub.org/nschema#hasPublicationInfo" : [ { "@id" : "http://purl.org/np/RAhqNxfIdaMkNgPfUSApl6k0hebcUvBdBLnZSQ3Yk2KgU#pubinfo" } ] } ], "@id" : "http://purl.org/np/RAhqNxfIdaMkNgPfUSApl6k0hebcUvBdBLnZSQ3Yk2KgU#Head" }, { "@graph" : [ { "@id" : "http://purl.org/np/RAhqNxfIdaMkNgPfUSApl6k0hebcUvBdBLnZSQ3Yk2KgU#paragraph", "@type" : [ "http://purl.org/spar/doco/Paragraph" ], "http://purl.org/spar/c4o/hasContent" : [ { "@value" : "Besides the fact datasets, we also keep track of confidence scores and generate additional datasets accord- ingly. Therefore, it is possible to filter facts that are not considered as confident by setting a suitable threshold. When processing a sentence, our pipeline outputs two different scores for each FE, stemming from the entity linker and the supervised classifier. We merge both signals by calculating the F-score between them, as if they were representing precision and recall, in a fashion similar to the standard classification metrics. The final score can be then produced via an aggregation of the single FE scores in multiple ways, namely: (a) arithmetic mean; (b) weighted mean based on core FEs (i.e., they have a higher weight than extra ones); (c) harmonic mean, weighted on core FEs as well." } ] } ], "@id" : "http://purl.org/np/RAhqNxfIdaMkNgPfUSApl6k0hebcUvBdBLnZSQ3Yk2KgU#assertion" }, { "@graph" : [ { "@id" : "http://purl.org/np/RAhqNxfIdaMkNgPfUSApl6k0hebcUvBdBLnZSQ3Yk2KgU#assertion", "http://www.w3.org/ns/prov#hadPrimarySource" : [ { "@id" : "http://dx.doi.org/10.3233/SW-170269" } ], "http://www.w3.org/ns/prov#wasAttributedTo" : [ { "@id" : "https://orcid.org/0000-0002-5456-7964" } ] } ], "@id" : "http://purl.org/np/RAhqNxfIdaMkNgPfUSApl6k0hebcUvBdBLnZSQ3Yk2KgU#provenance" }, { "@graph" : [ { "@id" : "http://purl.org/np/RAhqNxfIdaMkNgPfUSApl6k0hebcUvBdBLnZSQ3Yk2KgU", "http://purl.org/dc/terms/created" : [ { "@type" : "http://www.w3.org/2001/XMLSchema#dateTime", "@value" : "2019-11-10T12:34:11+01:00" } ], "http://purl.org/pav/createdBy" : [ { "@id" : "https://orcid.org/0000-0002-7114-6459" } ] } ], "@id" : "http://purl.org/np/RAhqNxfIdaMkNgPfUSApl6k0hebcUvBdBLnZSQ3Yk2KgU#pubinfo" } ]