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Entity disambiguation

Entity Disambiguation for Knowledge Base Population

Entity Disambiguation for Knowledge Base Population

... mous entity mention or infer that two orthograph- ically different mentions are the same entity is crucial in updating an entity’s KB ...called entity disambigua- tion, record linkage, or ...

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Exploring Entity Relations for Named Entity Disambiguation

Exploring Entity Relations for Named Entity Disambiguation

... Named Entity Disambiguation (NED) is to label a surface form denoting an NE in text with one of multiple predefined NEs from a knowledge base (KB), or to detect that the surface form refers to an out-of- KB ...

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Personalized Page Rank for Named Entity Disambiguation

Personalized Page Rank for Named Entity Disambiguation

... successful entity disambiguation algorithm would benefit from both the initial similarity between can- didate and entity, as well as the coherence among entities in the same ...every entity ...

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Name List Only? Target Entity Disambiguation in Short Texts

Name List Only? Target Entity Disambiguation in Short Texts

... Target entity disambiguation (TED), the task of identifying target entities of the same domain, has been recognized as a critical step in various important applica- ...

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Named Entity Disambiguation in Streaming Data

Named Entity Disambiguation in Streaming Data

... named entity disambiguation task is to re- solve the many-to-many correspondence be- tween ambiguous names and the unique real- world ...poor disambiguation per- ...

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Using Encyclopedic Knowledge for Named entity Disambiguation

Using Encyclopedic Knowledge for Named entity Disambiguation

... As a departure from the methodology of previous approaches, the paper exploits a non-traditional web-based resource. Concretely, it takes advan- tage of some of the human knowledge available in Wikipedia, a free online ...

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Entity Disambiguation by Knowledge and Text Jointly Embedding

Entity Disambiguation by Knowledge and Text Jointly Embedding

... Entity Disambiguation Entity disambiguation methods roughly fall into two categories: local approaches and collective ...an entity candidate; Milne and Witten (2008) come up with the ...

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“One Entity per Discourse” and “One Entity per Collocation” Improve Named Entity Disambiguation

“One Entity per Discourse” and “One Entity per Collocation” Improve Named Entity Disambiguation

... same entity or not, and (ii) test their impact in Named-Entity Disambiguation ...majority entity is promoted, produces a gain in perfor- mance in all cases, reaching up to 8 absolute points of ...

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Classifying Relations for Biomedical Named Entity Disambiguation

Classifying Relations for Biomedical Named Entity Disambiguation

... named entity disambiguation task is defined as follows: given a mention of a named entity in text, we automatically assign a semantic tag d to it, where d ∈ D, and D is a pre-compiled dic- tionary ...

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Improving Neural Entity Disambiguation with Graph Embeddings

Improving Neural Entity Disambiguation with Graph Embeddings

... Entity Disambiguation (ED) is the task of link- ing an ambiguous entity mention to a corre- sponding entry in a knowledge base. Cur- rent methods have mostly focused on unstruc- tured text data to ...

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Collective Entity Disambiguation with Structured Gradient Tree Boosting

Collective Entity Disambiguation with Structured Gradient Tree Boosting

... Entity disambiguation Most ED systems con- sist of a local component that models relatedness between a mention and a candidate entity, as well as a global component that produces coherent en- tity ...

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Generative Event Schema Induction with Entity Disambiguation

Generative Event Schema Induction with Entity Disambiguation

... Our approach here is to improve this initial idea by entity disambiguation. Some ambiguous enti- ties, such as man or soldier, can match two differ- ent slots (victim or perpetrator). An entity such ...

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Deep Joint Entity Disambiguation with Local Neural Attention

Deep Joint Entity Disambiguation with Local Neural Attention

... for entity disambiguation that combines entity embeddings, a contextual attention mechanism, an adaptive local score combination, as well as un- rolled differentiable message passing for global in- ...

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Named Entity Disambiguation for Noisy Text

Named Entity Disambiguation for Noisy Text

... We address the task of Named Entity Disambiguation (NED) for noisy text. We present WikilinksNED, a large-scale NED dataset of text fragments from the web, which is significantly noisier and more ...

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Graph Ranking for Collective Named Entity Disambiguation

Graph Ranking for Collective Named Entity Disambiguation

... entity popularity in the KB, and context similarity. The second line of approach is collective named entity disambiguation (CNED), where all men- tions of entities in the document are disambiguated ...

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Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation

Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation

... Named Entity Disambiguation (NED) refers to the task of resolving multiple named entity mentions in a document to their correct references in a knowledge base (KB) ...

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GerNED: A German Corpus for Named Entity Disambiguation

GerNED: A German Corpus for Named Entity Disambiguation

... rect entity from a list of candidate ...one entity using name variants found in Wikipedia or in the news ...NIL entity, annotators could create a novel entity or select from the set of ...

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Entity Disambiguation Using a Markov Logic Network

Entity Disambiguation Using a Markov Logic Network

... EL disambiguation and NIL-filtering and demonstrate a feasible approach for modeling them by using an ...EL disambiguation approaches, which do not model the dependencies among entities, the proposed ...

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A comparison of Named Entity Disambiguation and Word Sense Disambiguation

A comparison of Named Entity Disambiguation and Word Sense Disambiguation

... Match: When gathering examples for a target string, we made sure that the anchor text contains this string (the LEX default). Alternatively, we could allow additional exam- ples, ignoring anchor text mismatch (the SENSE ...

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Entity Disambiguation with Web Links

Entity Disambiguation with Web Links

... include entity prior models derived from popularity metrics; alias mod- els derived from Wikipedia redirects, disambigua- tion pages and inter-article links; textual context models derived from Wikipedia article ...

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