[PDF] Top 20 Sieve Based Entity Linking for the Biomedical Domain
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Sieve Based Entity Linking for the Biomedical Domain
... word/phrase based on a set of learned edit distance patterns for converting one word/phrase to another, and then attempts to normalize these query phrase variations by performing exact match with a training ... See full document
6
Ontology alignment in the biomedical domain using entity definitions and context
... While the UMLS-based test set in Table 2 rep- resents the realistic scenario of aligning new enti- ties in partially-aligned ontologies, we also wanted to evaluate the performance of our method on the more ... See full document
9
Language and Domain Independent Entity Linking with Quantified Collective Validation
... entropy based relation weights which injects the impact of different re- lations into the entity ...correct linking results than SR did, it did promote a great number of good candidates to the top of ... See full document
10
A Graph based Method for Entity Linking
... Linking name mentions to knowledge base entries has attracted more and more attentions in these years. As an open available resource, Wikipedi- a is a natural choice of knowledge source for its large scale and ... See full document
9
Entity Centric Information Access with Human in the Loop for the Biomedical Domain
... a domain, while ontologies are usually designed as generic knowledge representations for a given ...certain domain without taking into ac- count specific needs of certain ...is based on the author of ... See full document
7
The impact of near domain transfer on biomedical named entity recognition
... One cause of variance has been identified as within-block and between-block training errors arising from the disproportionate effects of a sin- gle abstract appearing in the training set of many folds. In order to reduce ... See full document
10
Entity recognition in the biomedical domain using a hybrid approach
... for biomedical entity recognition based on dictionary lookup and flexible ...of biomedical text mining technologies, often obtaining top-ranked results ...of biomedical entities in ... See full document
14
A Prospective Analysis On Entity Linking For Domain Specific With Heterogeneous Information Networks
... [18]Introduced Entity linking in two different domains with different objectives that involved article wide and article wide –salient and instance-based EL and challenges of each type of ... See full document
8
ELMD: An Automatically Generated Entity Linking Gold Standard Dataset in the Music Domain
... of Entity Linking, we have presented an integration framework called ELVIS which, based on a voting procedure which leverages decisions made by an arbitrary number of off-the-shelf EL systems, ... See full document
6
Scalable graph based method for individual named entity identification
... Named entity discovery (NED) in information retrieval is ...Named entity recog- nition ...these entity mentions paired with their context are seen as queries to be identified within database: this ... See full document
9
In domain Context aware Token Embeddings Improve Biomedical Named Entity Recognition
... In the year it was held, Ando (2007) had won the challenge with a semi-supervised sys- tem equipped with a lexicon and a combination of several classifiers. Gimli (Campos et al., 2013) is a supervised method based ... See full document
5
Stacking With Auxiliary Features for Entity Linking in the Medical Domain
... dataset, this baseline has an unfair advantage. In addition to the above common baselines, we also compare our approach to a state-of-the-art en- sembling system, Bipartite Graph based Consen- sus Maximization ... See full document
9
A Sequence Learning Method for Domain Specific Entity Linking
... collective Entity Linking studies usually promote global coherence of all the mapped entities in the same document by using semantic embeddings and graph- based ...between entity pairs without ... See full document
8
Sieve based Coreference Resolution in the Biomedical Domain
... Mutant match (domain specific). Knowing whether a protein or gene is mutated (i.e. altered by substituting, deleting, adding, etc., a section of the amino acids that make up a protein) is crucial to understanding ... See full document
7
Entity linking for biomedical literature
... Although entity mention extraction from biomedical literature has received attention, most of the previous EL work focused on general news and social media domains ...the linking problem through ... See full document
9
Named Entity Recognition in Biomedical Domain: A Survey
... is based on a combination of both rule-based and ML-based components collectively called the hybrid ...rule- based approach for Named ...component based on the CRF model. The use of the ... See full document
8
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
An Approach to Collective Entity Linking
... Search systems proposed today (Chakrabarti et al., 2006; Cheng et al., 2007; Kasneci et al., 2008; Li et al., 2010) are greatly enriched by recognizing and exploiting entities embedded in unstructured pages. In a typical ... See full document
10
List only Entity Linking
... Traditional Entity Linking (EL) technolo- gies rely on rich structures and proper- ties in the target knowledge base ...List-only Entity Link- ing ...for linking, which can be used as seed ... See full document
6
Entity Linking at Web Scale
... numerous entity-linking systems have been developed in recent years, we believe that going forward, researchers will increasingly be consider- ing the opportunities and challenges that arise when scaling up ... See full document
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