[PDF] Top 20 Entity Linking Leveraging Automatically Generated Annotation
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Entity Linking Leveraging Automatically Generated Annotation
... of entity linking is the disambiguation ...for linking ambiguous mention in a doc- ument with one entity in ...For linking mentions in news articles with a Wi- kipedia-derived KB ... See full document
9
Leveraging Entity Linking and Related Language Projection to Improve Name Transliteration
... state-of-the-art Entity Linking (EL) techniques to automatically correct name transliteration results, us- ing collective inference from source con- texts and additional evidence from knowl- edge ... See full document
10
Distant Supervision for Entity Linking
... Entity linking is an indispensable oper- ation of populating knowledge reposito- ries for information ...textual entity mention to its corresponding disambiguated entry in a knowledge ...supervised ... See full document
8
Improving Fine grained Entity Typing with Entity Linking
... the automatically generated labels for the mentions that are correctly linked ...the entity re- turned by the EL algorithm and the target entry of the anchor link are the ...correct entity, ... See full document
6
MER: a shell script and annotation server for minimal named entity recognition and linking
... and linking tool (MER), designed with flexibility, autonomy and efficiency in ...will automatically generate the lexicon and links ...an annotation server and participate in the Technical ... See full document
10
A Sequence Learning Method for Domain Specific Entity Linking
... the entity annotation. Also, this annotation process is sometimes noisy for unpopular ...general entity annotation ...corpus automatically constructed via links to ...of ... See full document
8
Mining and Leveraging Background Knowledge for Improving Named Entity Linking
... Several well-known issues (based on [1]) were identified: gold standard problems (e.g., wrong annotation spans such as U.K anno- tated instead of U.K. or missing annotation links like Jerzy Urban ) and KB ... See full document
10
Boosting Entity Linking Performance by Leveraging Unlabeled Documents
... The weakly- or semi-supervised set-up, which we use, is not common for entity linking. The only other approach which uses a combination of Wikipedia and unlabeled data, as far as we are aware of, is by ... See full document
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ELMD: An Automatically Generated Entity Linking Gold Standard Dataset in the Music Domain
... for Entity Linking (EL) in the Music ...been automatically annotated on a set of artist biographies coming from the Music website and social network L AST ...The annotation process relies on ... See full document
6
Microblog Entity Linking by Leveraging Extra Posts
... microblog entity linking is the lack of context in the ...same entity. However, automatically judging whether a name mention in two documents refers to the same entity, namely cross ... See full document
6
Entity Linking with a Paraphrase Flavor
... the entity mention and its candidates in our ...of entity name variations, which we make publicly available, and provides an accurate similarity mea- sure between entity mention ... See full document
5
An Approach to Collective Entity Linking
... online annotation system presents an oppor- tunity to continuously update the model as more labeled data becomes ...manual annotation of randomly and independently sam- pled ... See full document
10
BEL: Bagging for Entity Linking
... There is a vast array of literature on the topic of resolving ambiguous mentions of named entities. We focus on relevant disambiguation strategies for the NEL problem and leave aside natural language pro- cessing (NLP) ... See full document
12
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
Design Challenges for Entity Linking
... “Wrong Entity Types” are mainly due to the failure to recognize the correct en- tity type of the ...the linking system to take into account general contextual information other than the fore-mentioned ... See full document
14
Entity linking for biomedical literature
... To illustrate the use of this approach in the life sciences domain, we analyzed the signal transduction pathway model developed in Lipniack et al. [3]. This paper is extensively cited and backed by a relatively complete ... See full document
9
Entity Linking for Spoken Language
... same entity linking annotation scheme as Mayfield et ...Turker annotation per query and manually verified and corrected each provided ...each annotation, mistakes and biases resulting ... See full document
6
Entity Linking at Web Scale
... Wikipedia entity that corresponds to the ...when linking this many assertions, so instead of designing a sys- tem with sophisticated features that rely on the full Wikipedia graph structure, we instead ... See full document
5
List only Entity Linking
... In this paper, we proposed a novel framework to tackle the problem of List-only Entity Linking. The core of this framework is selecting seed men- tions for each entity list to bridge the gap between ... See full document
6
Joint Learning of Named Entity Recognition and Entity Linking
... For the NER experiments we report the F1 score while for the EL we report the micro and macro F1 scores. The EL scores were obtained with the Gerbil benchmarking platform, which offers a re- liable evaluation and ... See full document
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