Harris Paige

[ditikhatun11]

我表表示为文本，以便法学硕士能够理解它们——我们的调查发现了影响结果的三个主要因素。 想象一下您周围的所有事物 - 您的朋友、厨房里的工具，甚至自行车的零件。它们都以不同的方式连接起来。在计算机科学中，术语图用于描述对象之间的连接。图由节点（对象本身）和边（两个节点之间的连接，指示它们之间的关系）组成。现在图表无处不在。互联网本身就是一个由链接在一起的网站组成的巨大图表。甚至搜索引擎使用的知识也是以类似图表的方式组织的。 此外，考虑一下人工智能的显着进步——例如可以在几秒钟内写出故事的聊天机器人，甚至可以解释医疗报告的软件。这一令人兴奋的进步很大程度上要归功于大型语言模型（LLM）。新的法学硕士技术正在不断开发用于不同的用途。 由于图无处不在，而且法学硕士技术正在兴起，在I上发表的“像图一样说话：为大型语言模型编码图”中，我们提出了一种方法来教导强大的法学硕士如何更好地利用图信息进行推理。

图表是 马来西亚电报吗数据库 组织信息的一种有用方式，但法学硕士大多接受常规文本的培训。目的是测试不同的技术，看看哪种技术最有效并获得实用的见解。将图表翻译成法学硕士可以理解的文本是一项非常复杂的任务。困难源于具有多个节点的图结构固有的复杂性以及连接它们的复杂边缘网络。我们的工作研究如何获取图表并将其转换为法学硕士可以理解的格式。我们还设计了一个名为GraphQA的基准测试来研究不同图推理问题的不同方法，并展示如何以使得法学硕士能够解决图问题的方式表达与图相关的问题。我们表明，LLM 在图推理任务上的表现在三个基本层面上有所不同：1）图编码方法，2）图任务本身的性质，3）有趣的是，所考虑的图的结构。这些发现为我们提供了如何最好地表示法学硕士图表的线索。选择正确的方法可以使法学硕士在图形任务方面的成绩提高高流程 如图所示，使用两种不同的方法将图形编码为文本，并将文本和有关图形的问题提供给法学硕士的过程。 图表作为文本 为了能够系统地找出将图形转换为文本的最佳方法，我们首先设计一个名为GraphQA的基准测试。将 GraphQA 视为一项考试，旨在评估在特定于图的问题上强大的法学硕士。






我们希望了解法学硕士能够如何很好地理解和解决涉及不同设置中的图形的问题。为了为法学硕士创建全面且真实的考试，我们不只使用一种类型的图表，而是使用多种图表的混合，以确保连接数量的广度。这主要是因为不同的图类型使解决此类问题变得更容易或更困难。通过这种方式，GraphQA 可以帮助揭露法学硕士对图表的看法的偏见，并且整个考试更接近法学硕士在现实世界中可能遇到的现实设置。OvervieHero 使用法学硕士进行图形推理的框架概述。专注于与图相关的简单任务，例如检查边是否存在、计算节点或边的数量、查找连接到特定节点的节点以及检查图中的循环。这些任务可能看起来很基本，但它们需要理解节点和边之间的关系。通过涵盖从识别模式到创建新连接等不同类型的挑战，GraphQA 可以帮助模型学习如何有效地分析图形。这些基本任务对于更复杂的图推理至关重要，例如寻找节点之间的最短路径、检测社区或识别有影响力的节点。此外模型和随机块模型）生成随机图，以及更简单的图结构（如路径、完全图和星形图），提供多样化的集合用于训练的数据。 在处理图表时，我们还需要找到方法来提出法学硕士可以理解的与图表相关的问题。
_________________
电报数据

[Reklama]

[ditikhatun11]

[fayove3909]

Aw, it was a very good post. In concept I have to put in place writing similar to this additionally – taking time and actual effort to create a good article… but so what can I say… I procrastinate alot by no indicates often get something completed. 開有限公司
_________________
I AM SEO EXPERT

[fayove3909]

I propose just about any written content. It is amazing to exercise you can make clear throughout words and phrases via midst plus picture quality employing this important written content is pretty just regarded. [url=https://www.visa-indian.org/hu/típusok/turista-vízum/]Turisztikai vízum Indiában[/url]
_________________
I AM SEO EXPERT

[yawepa]

You made some good points there. I did a search on the subject and found most individuals will go along with with your website. 中文補習 小學

[fayove3909]

Great post. I used to be checking continuously this blog and I’m impressed! Extremely helpful info particularly the final section I deal with such info much. I was looking for this certain info for a long time. Thank you and best of luck. 英文補習社
_________________
I AM SEO EXPERT

[yawepa]

Digital Asset Management (DAM) is a system used to store, organize, retrieve, and distribute digital assets such as images, videos, documents, and creative files. Maximize Domain Portfolio

[fayove3909]

I wanted to thank you once again for your amazing web-site you have made here. It is full of useful tips for those who are truly interested in this specific subject, specifically this very post. You really are all really sweet as well as thoughtful of others and also reading your blog posts is a superb delight in my opinion. And thats a generous surprise! Ben and I are going to have enjoyment making use of your recommendations in what we must do in a few days. Our list is a mile long so your tips might be put to beneficial use. Abogados cancelación deudas Barcelona
_________________
I AM SEO EXPERT

[fayove3909]

The internet has been considered as one of the best ways to find a reputed and known SEO company. Apart from high quality services, its response towards customers is prompt and satisfactory. Search a company and get associated with it for your SEO services. ثبت نام در سایت بازی انفجار آنلاین
_________________
I AM SEO EXPERT

[fayove3909]

You can certainly see your enthusiasm within the work you write. The arena hopes for more passionate writers such as you who are not afraid to mention how they believe. Always go after your heart. معتبر ترین سایت بازی انفجار
_________________
I AM SEO EXPERT

[fayove3909]

It’s rare knowledgeable men and women with this topic, however, you seem like do you know what you’re speaking about! Thanks 300 Entertainment
_________________
I AM SEO EXPERT

[fayove3909]

I like the many blogposts, I seriously liked, I want details about it, since it is rather wonderful., Cheers pertaining to expressing. https://kiu.ac.ug
_________________
I AM SEO EXPERT

[fayove3909]

“Greetings! Very helpful advice on this article! It is the little changes that make the biggest changes. Thanks a lot for sharing!” Mini Dachshunds for Sale
_________________
I AM SEO EXPERT

[fayove3909]

Magnificent beat ! I would like to apprentice while you amend your site, how can i subscribe for a blog site? The account aided me a applicable deal. I had been a little bit acquainted of this your broadcast provided bright clear concept. https://livethethao88.com/
_________________
I AM SEO EXPERT

[fayove3909]

both LG and LiteOn makes a great performing dvd burner, they also feature those anti-shock mount` đăng ký shbet
_________________
I AM SEO EXPERT

[Reklama]