Myriam  Rogahn

Myriam Rogahn

1595389920

Context-Based Entity Linking Using KDWD

Written by Weiru Chen, Dean Hathout, David Zheng, Tyler Yoo

_Code can be found on our _Github

IACS_ Poster can be found here:_

We would like to thank Gabriel Altay and Georg Kucsko at Kensho for their graciousness in sharing their time and resources with us throughout this project.

Finally, we thank Chris Tanner of IACS at Harvard for his invaluable guidance to our group and for his leadership throughout the Capstone experience.

Introduction

Named Entity Linking, also known as Named Entity Disambiguation (NED) is the task of uniquely identifying entities (such as individuals, locations, companies, or historical events) mentioned in text. To give a canonical example, if given the sentence “Paris is the capital of France,” we want to be able to discern if the word ‘Paris’ is referring to the French capital, some other city, Paris Hilton, or many other possibilities, shown below.

Image for post

Figure 1: Wikipedia’s “Paris” Disambiguation Page

Along with Named Entity Recognition (NER) — the process of actually identifying mentions of such entities in text — NED is one of the most foundational tasks in Natural Language Processing (NLP); being able to identify the specific things a text is talking about is essential for countless NLP applications, including general text analysis, semantic search systems, building chatbots, etc.

#kensho #entity-linking #nlp

What is GEEK

Buddha Community

Context-Based Entity Linking Using KDWD
Myriam  Rogahn

Myriam Rogahn

1595389920

Context-Based Entity Linking Using KDWD

Written by Weiru Chen, Dean Hathout, David Zheng, Tyler Yoo

_Code can be found on our _Github

IACS_ Poster can be found here:_

We would like to thank Gabriel Altay and Georg Kucsko at Kensho for their graciousness in sharing their time and resources with us throughout this project.

Finally, we thank Chris Tanner of IACS at Harvard for his invaluable guidance to our group and for his leadership throughout the Capstone experience.

Introduction

Named Entity Linking, also known as Named Entity Disambiguation (NED) is the task of uniquely identifying entities (such as individuals, locations, companies, or historical events) mentioned in text. To give a canonical example, if given the sentence “Paris is the capital of France,” we want to be able to discern if the word ‘Paris’ is referring to the French capital, some other city, Paris Hilton, or many other possibilities, shown below.

Image for post

Figure 1: Wikipedia’s “Paris” Disambiguation Page

Along with Named Entity Recognition (NER) — the process of actually identifying mentions of such entities in text — NED is one of the most foundational tasks in Natural Language Processing (NLP); being able to identify the specific things a text is talking about is essential for countless NLP applications, including general text analysis, semantic search systems, building chatbots, etc.

#kensho #entity-linking #nlp

Why Use WordPress? What Can You Do With WordPress?

Can you use WordPress for anything other than blogging? To your surprise, yes. WordPress is more than just a blogging tool, and it has helped thousands of websites and web applications to thrive. The use of WordPress powers around 40% of online projects, and today in our blog, we would visit some amazing uses of WordPress other than blogging.
What Is The Use Of WordPress?

WordPress is the most popular website platform in the world. It is the first choice of businesses that want to set a feature-rich and dynamic Content Management System. So, if you ask what WordPress is used for, the answer is – everything. It is a super-flexible, feature-rich and secure platform that offers everything to build unique websites and applications. Let’s start knowing them:

1. Multiple Websites Under A Single Installation
WordPress Multisite allows you to develop multiple sites from a single WordPress installation. You can download WordPress and start building websites you want to launch under a single server. Literally speaking, you can handle hundreds of sites from one single dashboard, which now needs applause.
It is a highly efficient platform that allows you to easily run several websites under the same login credentials. One of the best things about WordPress is the themes it has to offer. You can simply download them and plugin for various sites and save space on sites without losing their speed.

2. WordPress Social Network
WordPress can be used for high-end projects such as Social Media Network. If you don’t have the money and patience to hire a coder and invest months in building a feature-rich social media site, go for WordPress. It is one of the most amazing uses of WordPress. Its stunning CMS is unbeatable. And you can build sites as good as Facebook or Reddit etc. It can just make the process a lot easier.
To set up a social media network, you would have to download a WordPress Plugin called BuddyPress. It would allow you to connect a community page with ease and would provide all the necessary features of a community or social media. It has direct messaging, activity stream, user groups, extended profiles, and so much more. You just have to download and configure it.
If BuddyPress doesn’t meet all your needs, don’t give up on your dreams. You can try out WP Symposium or PeepSo. There are also several themes you can use to build a social network.

3. Create A Forum For Your Brand’s Community
Communities are very important for your business. They help you stay in constant connection with your users and consumers. And allow you to turn them into a loyal customer base. Meanwhile, there are many good technologies that can be used for building a community page – the good old WordPress is still the best.
It is the best community development technology. If you want to build your online community, you need to consider all the amazing features you get with WordPress. Plugins such as BB Press is an open-source, template-driven PHP/ MySQL forum software. It is very simple and doesn’t hamper the experience of the website.
Other tools such as wpFoRo and Asgaros Forum are equally good for creating a community blog. They are lightweight tools that are easy to manage and integrate with your WordPress site easily. However, there is only one tiny problem; you need to have some technical knowledge to build a WordPress Community blog page.

4. Shortcodes
Since we gave you a problem in the previous section, we would also give you a perfect solution for it. You might not know to code, but you have shortcodes. Shortcodes help you execute functions without having to code. It is an easy way to build an amazing website, add new features, customize plugins easily. They are short lines of code, and rather than memorizing multiple lines; you can have zero technical knowledge and start building a feature-rich website or application.
There are also plugins like Shortcoder, Shortcodes Ultimate, and the Basics available on WordPress that can be used, and you would not even have to remember the shortcodes.

5. Build Online Stores
If you still think about why to use WordPress, use it to build an online store. You can start selling your goods online and start selling. It is an affordable technology that helps you build a feature-rich eCommerce store with WordPress.
WooCommerce is an extension of WordPress and is one of the most used eCommerce solutions. WooCommerce holds a 28% share of the global market and is one of the best ways to set up an online store. It allows you to build user-friendly and professional online stores and has thousands of free and paid extensions. Moreover as an open-source platform, and you don’t have to pay for the license.
Apart from WooCommerce, there are Easy Digital Downloads, iThemes Exchange, Shopify eCommerce plugin, and so much more available.

6. Security Features
WordPress takes security very seriously. It offers tons of external solutions that help you in safeguarding your WordPress site. While there is no way to ensure 100% security, it provides regular updates with security patches and provides several plugins to help with backups, two-factor authorization, and more.
By choosing hosting providers like WP Engine, you can improve the security of the website. It helps in threat detection, manage patching and updates, and internal security audits for the customers, and so much more.

Read More

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Zena  Sporer

Zena Sporer

1596965016

Hibernate Tutorial — 2. Context & Entity

In this post, I will try to explain the context and entity terms that are used in the ORM technique in Hibernate. Also I will try to explain the basics of managing an entity within Hibernate.

In software development** persistence **is the term that refers to the information that keeps existing even after the application is not running anymore. Persistence context in Hibernate is the information related to the objects to be managed between the application and the database.

Hibernate manages the lifecycle of objects in the persistence context by being aware of their states and their relations to the persistence store. The persistence context act as a staging layer between the application and the database, once the transaction is committed in the application the changes are then applied to the database.

The managed objects in the context are called Entities. There are 4 states of entities in the persistence context.

  • new or **transient: **This is the initial state of the object and there are no representation for this object in the database yet.
  • managed or **persistent: **In this state, the entity is associated with the context and the entity represents a database table row.
  • **detached: **In this state, the entity still has a representation in the database but it is not managed by any context. This usually happens when we either close the session or clear its cache. The changes made to the data won’t affect the database since the entity is not managed by any context.
  • **removed: **In this state,theentity is marked for removal from the database by the managing context.

#hibernate-context #persistence-context #entity #hibernate-entity #hibernate-entitymanager

james allen

1619777022

Roku.com/link | Link your Roku device | Url Roku.com/link

How do I activate Roku TV using a Roku activation code received through roku.com/link?

This section will explain the process of activating Roku channels via Url Roku com Link using the activation code:

To start, press the Home button on your remote, then turn on the Roku TV and the streaming device.

Connect the device to the internet via WiFi now.

You must launch the TV screen afterwards.

Remember that you will receive the Roku activation code after this.

Simply go to www.roku.com/link and enter the activation code.

Make sure the credentials and activation code have been entered correctly.

Wait for the Roku device to get activated

Visit Roku Official Site :Roku.com/link
Learn More :Url Roku.com/link

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What is Base Protocol (BASE) | What is BASE token

Base Protocol (BASE) is a token whose price is pegged to the total market cap of all cryptocurrencies at a ratio of 1:1 trillion. BASE allows traders to speculate on the entire crypto industry with one token. The Base Protocol is built on the Ethereum blockchain, integrates a (Chainlink) oracle, and is launching on ((Uniswap)

As cryptocurrency enthusiasts, we’re sometimes divided on which digital assets to buy — bullish on certain projects and bearish on others.

But we all agree on one thing, which is that the overall cryptocurrency industry will achieve long-term growth and future adoption.

The Base Protocol makes it possible to invest with this consensus. BASE allows traders to speculate on the entire industry with one token.

Image for post

The Base Protocol is the world’s first and only tokenized cryptocurrency market tracker. By holding BASE tokens, users can get exposure to the performance of the entire cryptocurrency market. Unlike the index trackers currently operating in the traditional markets, there is no entry or exit fee or brokerage charges.

Index funds have consistently outperformed actively managed mutual funds. Until the launch of BASE, there was no real cryptocurrency market tracker that tracked the performance of the entire digital asset market. BASE will be useful for institutional investors and traders to diversify and hedge their crypto portfolios. BASE will also help new and existing retail investors to take out the guesswork and get exposed to the growth of all current and future digital assets entering the market.

The BASE token’s underlying protocol creates several additional use cases in DeFi, trading, venture capital, hedge funds and many other business sectors.

The Base Protocol mission is simple — to make it easy for everyone to benefit from the performance of the entire cryptocurrency market in a secure, decentralized and future-proof way.

Why BASE?

It’s no doubt that a crypto industry ETF would be a valuable product for investors. But it is very challenging to create such a product through traditional means, as it would be almost impossible to manage portfolio ownership of 5,000+ assets. How would the portfolio manager weigh ownership of each asset as market cap dominance changes? How would they account for newly entering/exiting assets? Who would take on all the associated transaction and custodial fees? There are also various legal limitations that restrict the formation of such an instrument in many countries — and even if it could be formed, it would be a highly centralized product.

By simply pegging price to the total market capitalization of all cryptocurrencies, the Base Protocol cuts through all of these problems. BASE gives holders the same function as a traditional industry ETF without all of the centralized challenges that make such an ETF impossible.

BASE will offer new value for investors in the cryptocurrency ecosystem through an elegantly simple protocol — so valuable and so simple that you might be asking yourself:

How has this not been done before?

The answer is that it wasn’t possible until recently. This project couldn’t be achieved without a robust decentralized blockchain, proven oracle integrations, and new developments in the DeFi space. We founded the Base Protocol to build on these innovations and create BASE; one tokenized asset that represents speculation on all cryptocurrencies.

Vision

We’ve seen that there are many individuals who want to invest in cryptocurrencies, but don’t necessarily understand how they work. While the overview for each different crypto asset can be difficult to understand for a new user, the pitch for BASE is simple: it’s the way to invest in all of those crypto assets simultaneously. In this way, the Base Protocol can become an instrumental force in driving new adoption in the blockchain space.

We’ve also noticed that institutional investors have been introducing cryptocurrency investments to their portfolios. These institutions typically invest at a high level with great diversification covering multiple industries. Their cryptocurrency holdings are usually composed of just Bitcoin, or some handful mix of “blue chip” digital assets. By holding BASE, these institutions will gain exposure to the entire cryptocurrency industry — an objectively more diversified alternative.

In the same way that Bitcoin is the household name of cryptocurrencies, the Base Protocol aims to become the household name for general cryptocurrency investing. BASE’s vision is to become the primary channel of investment for new/existing cryptocurrency traders and institutional investors.

Would you like to earn token right now! ☞ CLICK HERE

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#blockchain #bitcoin #crypto #base protocol #base