The image shows an example for a
Search Text
query. In these queries, the Document
panel on the right of the UI shows documents matching the query, and the Entity Panel
on the left shows DBpedia concepts annotated in those documents.
Besides, a
Search Entities query will return,
on the left panel, DBpedia concepts
matching the query, and, on the right panel, the documents where those concepts have
been annotated.
The color scales on the entity pane represent an annotation's confidence and coherence,
which indicate how likely the annotation is to be correct.
Note that the Choose Corpus
checkboxes are inactive (both corpora are always chosen). The X signs on each
row do not delete an entity, they only hide it from view.
All functions are described in the numbered items below.
As regards the
Auto-Selection tab,
it displays the same type of results as the
Initial Results tab (see above).
However, only the most reliable concepts are displayed, in order to eliminate
annotations that are likely errors. To that end, concepts were filtered using a weighted
voting procedure, described
[here]
.
The interface was presented in the following two works, which provide more information:
Ruiz, Pablo, Thierry Poibeau, and Frédérique Mélanie (2015).
ELCO3: Entity Linking with Corpus Coherence Combining Open Source Annotators.
In Proceedings of the Demonstrations at NAACL 2015. Denver, U.S.
Ruiz Fabo, Pablo. (2017). Concept-based and Relation-based Corpus Navigation:
Applications of Natural Language Processing in Digital Humanities.
PhD Thesis. Ecole Normale Supérieure, PSL Research University. Paris, France.