2021年12月15日 星期三

自然語言處理 Natural Language Processing (NLP) Wikidata

 自然語言處理 Falcon 2.0: An Entity and Relation Linking Tool over Wikidata
https://arxiv.org  
https://arxiv.org/abs/1912.11270
  Abstract: The Natural Language Processing (NLP) community has significantly contributed to the solutions for entity and relation recognition from

Falcon 2.0: An Entity and Relation Linking Tool over Wikidata
Ahmad Sakor, Kuldeep Singh, Anery Patel, Maria-Esther Vidal

    The Natural Language Processing (NLP)
community has significantly contributed to the solutions for
entity and relation recognition
from the text, and possibly linking
them to proper matches in Knowledge Graphs (KGs).
Considering Wikidata as the background KG, still,
 there are limited tools to link knowledge within the text to Wikidata.
In this paper, we present Falcon 2.0, first joint entity,
 and relation linking tool over Wikidata.
 

https://en.wikipedia.org/wiki/Bitext_word_alignment
Bitext word alignment
 natural language processing task of identifying translation relationships among

https://labs.tib.eu/falcon/falcon2/description
FALCON 2.0:

FALCON 2.0 is an entity and relation linking tool over Wikidata. FALCON 2.0 identifies the relations and entities in a short text or question. Then link them to their corresponding URI in Wikidata knowledge graph. FALCON 2.0 links relations based on the recognized entities, which makes the chance of linking the correct relations higher.
FALCON 2.0 can be used in two modes:

Falcon  An Entity and Relation Linking Tool over Wikidata


wikidata Articles  Analytics Deployment relations knowledge graph

extended KG extracting alignments of labels  

Wikidata DBpedia

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