[PDF] Top 20 An Entity Topic Model for Entity Linking
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An Entity Topic Model for Entity Linking
... shown in Figure 1, an EL system should identify the referent entities of the three mentions WWDC, Apple and Lion correspondingly are the entities Apple Worldwide Developers Conference, Apple Inc. and Mac OS X Lion in KB. ... See full document
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A Joint Model for Entity Analysis: Coreference, Typing, and Linking
... Our NER model places a distribution over possi- ble semantic types for each mention, which corre- sponds to a fixed span of the input text. We define the features of a span to be the concatenation of stan- dard ... See full document
14
BEL: Bagging for Entity Linking
... techniques model the implicit relatedness between terms (and term com- pounds), where the general idea is that two terms are related if many Web pages contain both of ...space, entity prominence priors have ... See full document
12
An Approach to Collective Entity Linking
... (Kulkarni et al., 2014) propose a joint disam- biguation model based on a Markov network of entities as nodes and edges for their relatedness. Disambiguation is achieved by performing a MAP inference on this graph ... See full document
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Entity linking for biomedical literature
... The first challenge lies in the lack of sufficient context for understanding the entity mentions. This requires us to move from non-collective approaches which link each individual mention at a time to collective ... See full document
9
Improving Fine grained Entity Typing with Entity Linking
... Fine-grained entity typing is a challenging problem since it usually involves a relatively large tag set and may require to understand the context of the entity ...use entity linking to help ... See full document
6
Entity Linking with a Paraphrase Flavor
... Depending on the text genre there can be different vari- ations of the same named entity. Official sources such as newswire are more strict and more likely to use offi- cial titles to address people and ... See full document
5
Cross Language Entity Linking
... language entity linking, where documents and named entities are in a different lan- guage than that used for the content of the reference knowledge ...cross-language entity linking performance ... See full document
9
A Generative Entity Mention Model for Linking Entities with Knowledge Base
... most entity linking systems employed the context similarity based ...an entity from its description, then link a name mention to the entity which has the largest context similarity with ... See full document
10
A Context Aware Approach to Entity Linking
... respectively. This could be a simple function that keeps an inverted index that associates words with database entities and, for given document, retrieves the entities most associated with the words of the document. It ... See full document
6
Aligning Entity Names with Online Aliases on Twitter
... Finally, user linking across website communi- ties is an active research area. Research typically focuses on finding similarities in the social net- work structure (Backstrom et al., 2007; Narayanan and Shmatikov, ... See full document
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A Prospective Analysis On Entity Linking For Domain Specific With Heterogeneous Information Networks
... focused entity linking in ...probabilistic model described with entity popularity model and entity object model along with knowledge population algorithm, if the network ... See full document
8
Joint Learning of Named Entity Recognition and Entity Linking
... In our work, we used 100 dimensional word em- beddings pre-trained with structured skip-gram on the Gigaword corpus (Ling et al., 2015). These were concatenated with 50 dimensional charac- ter embeddings obtained using a ... See full document
7
Entity Linking for Spoken Language
... Each instance is represented by the query (men- tion string) and document context. Unlike written articles, broadcast news does not indicate where one topic starts and another ends. Therefore, we ex- perimented ... See full document
6
A Joint Named Entity Recognition and Entity Linking System
... of entity mentions spans among several ambiguous readings of a ...consecutive entity mentions, Paris and Hilton, or be read as a single ...document’s topic, it can be more prob- able for this segment ... See full document
9
A Sequence Learning Method for Domain Specific Entity Linking
... for entity disambiguation is the similarity computation between mention-entity and entity-entity ...and entity (Sun et ...the entity disambiguation (Yamada et ...the ... See full document
8
Entity Linking for Tweets
... our model tries to ensure that similar mentions are linked to similar entities while pursuing the high total similarity between matched mention- entity ...to model the similarity between a mention ... See full document
8
Multi step Entity centric Information Retrieval for Multi Hop Question Answering
... Entity Linking The next component of our model is an entity linker that finds an introductory Wikipedia paragraph describing the entity, corre- sponding to each entity ... See full document
6
Joint Entity Recognition and Disambiguation
... to model parsing and named entity recognition ...jointly entity identifica- tion and relation extraction from ...and linking is de- scribed in the introduction section of this ... See full document
10
Scalable graph based method for individual named entity identification
... atorial optimization problem is NP-hard with re- spect to the number of nodes, since they gener- alize Steiner-tree problem (Hoffart et al., 2011). However heuristics to solve this problem have been experimented: ... See full document
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