Using Knowledge Base Semantics in Context-Aware Entity Linking

We developed an interesting feature generation module that combines classes and properties in a uniform framework to characterize the semantic coherence of the values in a column,

F5:Word Embedding Similarity Between Question and Triple Paths The larg- er similarity between the question and candidate entity’s two-hop sub-graph, the bigger probability that

In most entity linking systems disambiguation is performed by looking at other entities present in the text. However in the case of short questions there is often no other entity to

For example, all prior definitions agree that the singer Michael Jackson is an entity, but in the text of Figure 1, no definition clarifies whether or not an EL system should

This thesis focuses on the entity linking problem [20], which basically consists in automating the process of entities extraction from natural language documents and linking them to

L’articolo descrive la nostra partecipazione al task di Named Entity rEcognition and Linking in Italian Tweets (NEEL-IT) a Evalita 2016.. Il no- stro approccio si

In order to ex- tend the word model to a joint model of word, entity and mention, we add mentions and entities in the training corpus which only contains words before...

H1-Task1: Entity Recognition (Experimental Analysis of T-NER) Using Ritter et al.’s (2011) gold standard corpus of 2400 tweets, T-NER identi- fies a total of 1496 named