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Data · dataset · 2020

CN-DBpedia2: An Extraction and Verification Framework for Enriching Chinese Encyclopedia Knowledge Base

Listed in ScienceDB

Three tables and eight figures of this paper.

Description

Table 1 shows the F1 scores on slot filling benchmark TAC data set (development (dev) set: data from 2012/2013, evaluation (eval) set: data from 2014). Table 2 shows fact types in CN-DBpedia2, as well as changes compared to CN-DBpedia.

Table 3 presents the top 20 concepts and the number of entities included in CN-DBpedia2, as well as changes compared to CN-DBpedia. Figure 1 shows system architecture of CN-DBpedia2.

Read the rest (8 more)

Note

It is an extension of CN-DBpedia, and the dotted components are new features. Figure 2 presents the detail of enrichment component in CN-DBpedia2. Figure 3 is the framework of METIC, a multi-instance method for entity typing from unstructured features.

Figure 4 shows a neural network model for mention typing. Figure 5 is a framework of METIH, a multi-instance method for entity typing from heterogeneous features. Figure 6 shows network structures of the multiple-predicate extractor.

Figure 7 presents an example of CAPTCHA.

Note

In this case, the answer is “overlooks inquiry”. Figure 8 is an example of our rcCAPTCHA system.

Note

The word marked in yellow is the correct answer.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Linguistics 70% · Tabular 65%
Provenance · 1 source records, 12 field assertions
SourceKeyLast seenRaw
ScienceDB10.11922/sciencedb.j00104.0004110 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · scidb cnconnector:scidb_cn@1.0.0
concepts[field].anzsrc:group:4704enrichment · scidb cntaxonomy-embedding@1.0.0title+keywords+description (70%)
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
concepts[modality].local:modality:tabularenrichment · scidb cnkeyword-concept-rules@1.0.0title+description (65%)
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
licensesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/rights
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title