[PDF] Top 20 Framing Named Entity Linking Error Types
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Framing Named Entity Linking Error Types
... A Named Entity Linking (NEL) system identifies, classi- fies and links entity mentions from a text to their Knowl- edge Base (KB) ...and linking the entities: identification and ... See full document
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Improving Named Entity Linking Corpora Quality
... Kuntschick, Albert Weichselbraun, and Lyn- don J.B. Nixon. 2018. Framing named entity linking error types. In Nicoletta Calzolari, Khalid Choukri, Christopher Cieri, Thierry ... See full document
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Joint Coreference Resolution and Named Entity Linking with Multi Pass Sieves
... in named-entity linking (NEL), on the other hand, are of- ten caused by superficial modeling of entity ...for named entity linking and coreference resolution, which solves ... See full document
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Consolidating Heterogeneous Enterprise Data for Named Entity Linking and Web Intelligence
... the named entity linking ...different entity types - locations, people and organizations. Each entity contains at least a name field, a list of unique alternative names ... See full document
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Mining and Leveraging Background Knowledge for Improving Named Entity Linking
... extending the list of Knowledge Bases we will support for the fu- ture. Some of the additional KBs we are currently studying include JRC-Names [5] and Google Knowledge Graph [25]. If there is a need to include further ... See full document
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Twitter Named Entity Extraction and Linking Using Differential Evolution
... all types of tweets, and the vast number of tweets: specific messages may need to be filtered out from millions of ...tweets. Named entity extraction plays a vital role when filtering out relevant ... See full document
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MER: a shell script and annotation server for minimal named entity recognition and linking
... first downloads the documents from the respective sources and then processes the title and abstract of each document in the same VM. Two jobs are spawned in background, corresponding to the title and abstract. Each ... See full document
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Enhancing Named Entity Recognition in Twitter Messages Using Entity Linking
... several entity mentions that cannot be detected by EL be- cause of various reasons ...non-existent entity in the KB, an error performing ...have entity types in the ...the entity ... See full document
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Named Entity Disambiguation for Noisy Text
... an entity that can be understood as a specific ...’Odor’ entity. We observed that in 26% (34/130) of the error cases, the predicted entity had a very strong semantic relationship to the ... See full document
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On the Importance of Drill-Down Analysis for Assessing Gold Standards and Named Entity Linking Performance
... The basic idea behind lenses, as expressed in Figure 3, is that new annotation sets containing the various entity links as they are represented in a certain KB version (e.g., DBpedia 3.9, DBpedia 2015-04, DBpedia ... See full document
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SemLinker, a Modular and Open Source Framework for Named Entity Discovery and Linking
... mation associated to each NE is used to select the best an- notation candidate. The combination algorithm evaluates NE labels and URIs provided by each engine, as well as the document type from which the NE was ... See full document
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Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision
... two types of reward signals by using a maximum margin update, in- spired by structured SVM (Joachims et ...tasks: named entity recognition, entity linking and semantic ...CoNLL-2003 ... See full document
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REDEN: Named Entity Linking in Digital Literary Editions Using Linked Data Sets
... other types of entities such as places, the procedure to build the index is straightforward using labeling properties such as skos:altLabel or rdfs:label; we have already built place indices from GeoNames and ... See full document
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Language Independent Named Entity Analysis Using Parallel Projection and Rule Based Disambiguation
... of named enti- ties in low-resource ...include: named entity detection and coarse type classification, commonly referred to as named entity recognition (NER); linking of ... See full document
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Neural Joint Learning for Classifying Wikipedia Articles into Fine-grained Named Entity Types
... NE types ( Location , Organization , Person) using words included in the body of the ar- ...NE types of ...NE types (PER, ORG, LOC, MISC) defined in ACE (Doddington et ...text linking to the ... See full document
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Visual Error Analysis for Entity Linking
... for named entity recognition, such as Con- ditional Random Fields (Sutton and McCallum, 2007), require consistent training data, such incon- sistencies hamper ... See full document
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Joint Learning of Named Entity Recognition and Entity Linking
... of named entities in a text and classify- ing them with predefined types such as person, lo- cation and ...which entity a particular mention refers to, by assigning a knowledge base entity ... See full document
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A Joint Named Entity Recognition and Entity Linking System
... same entity, are present in the document (similar variants can have a string equal to the mention’s string, longer or shorter than the mention’s string, included in the men- tion’s string or including ...set. ... See full document
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Analysis of named entity recognition and linking for tweets
... to entity linking, the surrounding textual context in mi- croblogs is often not sufficient for disambiguation, even for human ...makes entity linking in microblogs a particularly challenging, ... See full document
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Scalable graph based method for individual named entity identification
... In this paper, we consider the named entity linking (NEL) problem. We assume a set of queries, named entities, that have to be iden- tified within a knowledge base. This know- ledge base is ... See full document
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