PDF] Named entity disambiguation by leveraging wikipedia semantic
Por um escritor misterioso
Last updated 29 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://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://d3i71xaburhd42.cloudfront.net/7fe65a296757d03241370a21d08fe0d9ae2b381e/7-Table2-1.png)
PDF] Joint Named Entity Recognition and Disambiguation
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://ars.els-cdn.com/content/image/1-s2.0-S0957417418300897-gr5.jpg)
Exploiting semantic similarity for named entity disambiguation in
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://d3i71xaburhd42.cloudfront.net/c73f28742a1ef170d9bea36d3d62ede99c8ad55d/4-Table1-1.png)
PDF] Named entity disambiguation by leveraging wikipedia semantic
![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_Fig1_HTML.png)
SVM ensembles for named entity disambiguation
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://d3i71xaburhd42.cloudfront.net/6d0c0649d51f0245cef1de9d5f27012a1a27d958/18-Figure1-1.png)
PDF] diaNED: Time-Aware Named Entity Disambiguation for Diachronic
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://d3i71xaburhd42.cloudfront.net/a9aa7531b35811348c1f8a174da9045b120a8af4/7-Table2-1.png)
PDF] Leveraging Deep Neural Networks and Knowledge Graphs for
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://d3i71xaburhd42.cloudfront.net/24a7bdd289a8ce11b7d1f9c3d21a936a8c35ee27/3-Figure1-1.png)
PDF] AIDA-light: High-Throughput Named-Entity Disambiguation
![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_Fig2_HTML.png)
Joint Modeling of Local and Global Semantics for Contrastive
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://www.mdpi.com/information/information-13-00367/article_deploy/html/images/information-13-00367-g001.png)
Information, Free Full-Text
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://ars.els-cdn.com/content/image/1-s2.0-S0925231221016581-gr1.jpg)
Chinese named entity recognition: The state of the art - ScienceDirect
![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
![PDF] Named entity disambiguation by leveraging wikipedia semantic](https://d3i71xaburhd42.cloudfront.net/c73f28742a1ef170d9bea36d3d62ede99c8ad55d/6-Figure4-1.png)
PDF] Named entity disambiguation by leveraging wikipedia semantic
Recomendado para você
-
Halo 4 - Wikipedia29 março 2025
-
Charlie Murphy (actress) - Wikipedia29 março 2025
-
Myth: The Fallen Lords - Metacritic29 março 2025
-
Halo Wars - Wikipedia29 março 2025
-
Halo: Combat Evolved Anniversary - Wikipedia29 março 2025
-
File:Halo3LaunchInNYC BestBuy.jpg - Wikipedia29 março 2025
-
Halo Infinite Wikipedia Archives ·29 março 2025
-
Master Chief HALO 4 serie 2, Wiki29 março 2025
-
Kai-125 - Character - Halopedia, the Halo wiki29 março 2025
-
Halo 2 Original Soundtrack - Wikipedia29 março 2025
você pode gostar
-
Ben 10 Alien Tier List by HobnobBob99 on DeviantArt29 março 2025
-
Os números de Brasil e Argentina, finalistas da Copa América29 março 2025
-
Was checking out the odds for the Ballon d'or at Goal.com. Have29 março 2025
-
Street Fighter: Assassin's Fist - Wikipedia29 março 2025
-
Microsoft Confirms The End Of Windows 1029 março 2025
-
Red Nike T Shirt Roblox - T Shirt Roblox Red Nike Emoji,Emoji Shirts For Teens - Free Emoji PNG Images29 março 2025
-
Console Nintendo Wii U 32gb Completo (Original) + 03 Jogos, Console de Videogame Nintendo Usado 1468390429 março 2025
-
Game shakers Cree Cicchino bio: age, height, twin sister29 março 2025
-
Kawaki killed Boruto! 🥲⠀⠀⠀⠀⠀ ⠀⠀⠀⠀ ⠀ ⠀ → Boruto - Naruto next gen.: Ep. 292⠀ ⠀ ⠀⠀⠀⠀ ⠀⠀⠀⠀ ⠀ #naruto #narutoshippuden #boruto #naruhina…29 março 2025
-
E3 2016: The Last Guardian Gets New Trailer, Release Date - Hardcore Gamer29 março 2025