2020年11月1日 · PNEL (Pointer Network based Entity Linker) instead relies on pre-computed and pre-indexed TransE embeddings and pre-indexed entity label and description text as the only set of features for a given candidate entity.

2020年8月31日 · In this work we present a novel approach to end-to-end EL by applying the popular Pointer Network model, which achieves competitive performance. We demonstrate this in our evaluation over three datasets on the Wikidata Knowledge Graph. Bibliographic Explorer (What is the Explorer?) Litmaps (What is Litmaps?)

2020年8月31日 · In this work we present a novel approach to end-to-end EL by applying the popular Pointer Network model, which achieves competitive performance. We demonstrate this in our evaluation over three datasets on the Wikidata Knowledge Graph.

PNEL (Pointer Network based Entity Linker) instead relies on pre-computed and pre-indexed TransE embeddings and pre-indexed entity label and description text as the only set of features for a given candidate entity.

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In this work we present a novel approach to end-to-end EL by applying the popular Pointer Network model, which achieves competitive performance. We demonstrate this in our evaluation over three datasets on the Wikidata Knowledge Graph. 1.Berant, J., Chou, A., Frostig, R., Liang, P.: Freebase from question-answer pairs.

2020年8月31日 · In this work we present a novel approach to end-to-end EL by applying the popular Pointer Network model, which achieves competitive performance. We demonstrate this in our evaluation over three...

Question Answering systems are generally modelled as a pipeline consisting of a sequence of steps. In such a pipeline, Entity Linking (EL) is often the first step. Several EL models first perform span detection and then entity disambiguation. In such models errors from the span detection phase cascade to later steps and result in a drop of overall accuracy.

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2020年8月31日 · In this work we present a novel approach to end-to-end EL by applying the popular Pointer Network model, which achieves competitive performance. We demonstrate this in our evaluation over three datasets on the Wikidata Knowledge Graph. 08/31/20 - Question Answering systems are generally modelled as a pipeline consisting of a sequence of steps.