PDF] Named entity disambiguation by leveraging wikipedia semantic
Por um escritor misterioso
Last updated 08 março 2025
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://d3i71xaburhd42.cloudfront.net/c73f28742a1ef170d9bea36d3d62ede99c8ad55d/4-Table1-1.png)
A novel similarity measure is proposed to leverage Wikipedia semantic knowledge for disambiguation, which surpasses other knowledge bases by the coverage of concepts, rich semantic information and up-to-date content and has been tested on the standard WePS data sets. Name ambiguity problem has raised an urgent demand for efficient, high-quality named entity disambiguation methods. The key problem of named entity disambiguation is to measure the similarity between occurrences of names. The traditional methods measure the similarity using the bag of words (BOW) model. The BOW, however, ignores all the semantic relations such as social relatedness between named entities, associative relatedness between concepts, polysemy and synonymy between key terms. So the BOW cannot reflect the actual similarity. Some research has investigated social networks as background knowledge for disambiguation. Social networks, however, can only capture the social relatedness between named entities, and often suffer the limited coverage problem. To overcome the previous methods' deficiencies, this paper proposes to use Wikipedia as the background knowledge for disambiguation, which surpasses other knowledge bases by the coverage of concepts, rich semantic information and up-to-date content. By leveraging Wikipedia's semantic knowledge like social relatedness between named entities and associative relatedness between concepts, we can measure the similarity between occurrences of names more accurately. In particular, we construct a large-scale semantic network from Wikipedia, in order that the semantic knowledge can be used efficiently and effectively. Based on the constructed semantic network, a novel similarity measure is proposed to leverage Wikipedia semantic knowledge for disambiguation. The proposed method has been tested on the standard WePS data sets. Empirical results show that the disambiguation performance of our method gets 10.7% improvement over the traditional BOW based methods and 16.7% improvement over the traditional social network based methods.
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://media.springernature.com/lw685/springer-static/image/chp%3A10.1007%2F978-3-031-46661-8_17/MediaObjects/545981_1_En_17_Fig1_HTML.png)
Joint Modeling of Local and Global Semantics for Contrastive
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://d3i71xaburhd42.cloudfront.net/f09cefba3a383f6669a458aac09e765a2048c2bf/11-Figure3-1.png)
Techniques for Named Entity Recognition
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://miro.medium.com/v2/resize:fit:1400/1*vIyhfp8rk3nRF34-SR4S_g.png)
Improving Named Entity Disambiguation using Entity Relatedness
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://media.springernature.com/lw685/springer-static/image/chp%3A10.1007%2F978-3-031-30672-3_42/MediaObjects/547349_1_En_42_Fig1_HTML.png)
Class-Dynamic and Hierarchy-Constrained Network for Entity Linking
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://d3i71xaburhd42.cloudfront.net/c73f28742a1ef170d9bea36d3d62ede99c8ad55d/8-Table5-1.png)
PDF] Named entity disambiguation by leveraging wikipedia semantic
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://ars.els-cdn.com/content/image/1-s2.0-S0957417418300897-gr3.jpg)
Exploiting semantic similarity for named entity disambiguation in
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://media.springernature.com/m685/springer-static/image/art%3A10.1007%2Fs00607-019-00748-x/MediaObjects/607_2019_748_Fig2_HTML.png)
SVM ensembles for named entity disambiguation
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://www.mdpi.com/information/information-13-00397/article_deploy/html/images/information-13-00397-g001-550.jpg)
Information, Free Full-Text
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://www.mdpi.com/symmetry/symmetry-14-02060/article_deploy/html/images/symmetry-14-02060-g001.png)
Symmetry, Free Full-Text
Named Entity Disambiguation and Linking: Unraveling the Web of
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://i1.rgstatic.net/publication/261584287_NAMED_ENTITY_DISAMBIGUATION_A_HYBRID_APPROACH/links/5aa7280f0f7e9bbbff8ca97f/largepreview.png)
PDF) NAMED ENTITY DISAMBIGUATION: A HYBRID APPROACH
Recomendado para você
-
Halo 4: Forward Unto Dawn - Wikipedia08 março 2025
-
Charlie Murphy (actress) - Wikipedia08 março 2025
-
Halo: Reach - Wikipedia08 março 2025
-
Forerunner Saga - Wikipedia08 março 2025
-
Pablo Schreiber - Wikipedia08 março 2025
-
Halo 2: Anniversary - Game - Halopedia, the Halo wiki08 março 2025
-
Warrior Nun (TV series) - Wikiwand08 março 2025
-
Cortana, Halo Alpha08 março 2025
-
Human - Species - Halopedia, the Halo wiki08 março 2025
-
Just noticed it's getting close to Jeff Steitzer's 70th birthday. Would be cool if we as a community did something for him to mark this special occasion. : r/halo08 março 2025
você pode gostar
-
ericbellinger x @hitmaka album “1-800- Hit- Eazy Line 2 out now, Grateful to be apart of the record “2 Bad” ft @kalan.frfr with some…08 março 2025
-
Papa Francisco toma decisão rara e demite bispo conservador dos08 março 2025
-
Rogue Company - 0100D0200E97A000 · Issue #2636 · Ryujinx/Ryujinx08 março 2025
-
Casa Gigante da Peppa Pig - 55 cm - Sunny - Casinha Infantil - Magazine Luiza08 março 2025
-
My concern is some dipshit leaking Marvel's Spider-Man 2. PlayStation isn't completely safe with leaks (such as TLOU). Lack of marketing hurts. But Leaks will hurt even more! Especially all the surprise08 março 2025
-
Only Murders in the Building' Season 4: Everything to Know – The Hollywood Reporter08 março 2025
-
Memes da Galeria - Gerar Memes - Gerador de Memes Online08 março 2025
-
One piece of fandom — Wedding bells are going to ring, is there08 março 2025
-
I made folder icons from Pokeballs! : r/pokemon08 março 2025
-
Sony Playstation 5 Gift Edition Stock Photo - Download Image Now - PlayStation 5, Black Friday - Shopping Event, Video Game - iStock08 março 2025