[PDF] Top 20 Linking Entities to a Knowledge Base with Query Expansion
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Linking Entities to a Knowledge Base with Query Expansion
... expanded query language models actually hurt the performance for Nil ...the query language model, we can possibly introduce noise, especially when we use the external knowledge ob- tained from ... See full document
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A Generative Entity Mention Model for Linking Entities with Knowledge Base
... Linking entities with knowledge base (entity linking) is a key issue in bridging the textual data with the structural knowledge ...entity linking decisions are critically ... See full document
10
Query Expansion for IR using Knowledge Based Relatedness
... the query and the rel- evant document. Query expansion tech- niques like pseudo-relevance feedback rely on the target document set in order to bridge the gap between those words, but they might ... See full document
5
Learning to Link Entities with Knowledge Base
... This paper demonstrates a framework of learning to rank for linking entities with the Knowledge Base. Experimenting with different ranking algorithms, it shows that the learning to rank ... See full document
9
Knowledge based systems text analysis
... entity linking, we believe that there are still many Opportunities for substantial improvement in this ...entity linking. Firstly, most of the current entity linking systems focuses on the entity ... See full document
6
Knowledge Reduction Information Retrieval Model in Pathology Medical Domain
... this knowledge-based IR model from conventional ...perform knowledge level information retrieval tasks such as ontology comparison and ontological query expansion [8,15], this model reduces ... See full document
10
Pocket Knowledge Base Population
... each entity, we perform a joint search for it and the query. These entity co-occurrences will form the spokes in the PKB and be used to characterize the relationship between and relatedness to the query. ... See full document
6
Learning Distributed Representations of Texts and Entities from Knowledge Base
... and knowledge base (KB) ...predict entities that are relevant to the ...entity linking, and fac- toid question answering) involving both unsu- pervised and supervised ... See full document
16
Aligning Entity Names with Online Aliases on Twitter
... to entities with unexpected nicknames and ...tity linking attempts to resolve mentions to knowledge base entries, like a wikipedia page, but linking is unfortunately lim- ited to ... See full document
11
Semantic Enrichment Across Language: A Case Study of Czech Bibliographic Databases
... the knowledge base (in the form described the previous section) and extracts all potential entity names (a primary reference name, all alternative names, morphological forms, and generated vari- ...the ... See full document
10
Tailor knowledge graph for query understanding: linking intent topics by propagation
... enriching query representations in an entity-aware way for the rich facts or- ganized around entities in ...fied knowledge graph based framework, in a way to exploit and expand knowl- edge graph ... See full document
11
Multi level Representations for Fine Grained Typing of Knowledge Base Entities
... Entity representation. Two main sources of in- formation used for learning entity representation are: (i) links and descriptions in KB, (ii) name and contexts in corpora. We focus on name and con- texts in corpora, but ... See full document
12
Towards Zero resource Cross lingual Entity Linking
... Cross-lingual entity linking (XEL) grounds named entities in a source language to an English Knowledge Base (KB), such as Wikipedia. XEL is challenging for most lan- guages because of limited ... See full document
10
Adding Distributional Semantics to Knowledge Base Entities through Web scale Entity Linking
... a knowledge base to determine which sentences in a corpus express certain relations in order to build re- lation classifiers (Hoffmann et ...entity linking, finding sentences which contain pairs of ... See full document
6
A Sequence Learning Method for Domain Specific Entity Linking
... candidate entities (Bunescu and Pas¸ca, 2006; Mihalcea and Csomai, ...didate entities in the same document (Milne and Witten, 2008; Kulkarni et ...well-defined knowledge bases has decreased and ... See full document
8
Literature Review on Fuzzy Score Based Short Text Understanding from Corpus Data Using Semantic Discovery
... existing knowledge base has raised an urgent need to address the problem of entity ...entity linking is the task to line entity mention in text with the corresponding real world entity in the ... See full document
6
Wikipedia and the Web of Confusable Entities: Experience from Entity Linking Query Creation for TAC 2009 Knowledge Base Population
... target entities in the ...of linking named entity mentions to a Wikipedia-derived knowledge base, and could provide useful data on the overlap in representation of newsworthy person, ... See full document
5
Scalable graph based method for individual named entity identification
... identify entities in the top candidates from ...entity linking systematically improves over filtering us- ing graph-based identification (for 2 ≤ K ≤ 10), up to ...Our linking system is relatively ... See full document
9
Query Expansion on Compounds
... languages, expansion of the query compound into separate lemmas is a way of finding the often frequent alternative synonymous phrases in which the content of a compound can also be ... See full document
6
Linking, Searching, and Visualizing Entities in Wikipedia
... these entities, while searching the entity through its Q-number only returns the intended person, either with her/his name or with other mentions such as Persson or ... See full document
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