Visual question answering

In this paper, we propose applying a jointly developed model to the task of multilingual visual question answering. Specifically, we conduct experiments on a multimodal sequence-to-sequence transformer model derived from the T5 encoder-decoder architecture. Text tokens and Vision Transformer (ViT) dense image embeddings are inputs to an encoder then we used a decoder to automatically anticipate discrete text tokens.

11p dianmotminh02 03-05-2024 6 1   Download

Visual question answering is a task that requires computers to give correct answers for the input questions based on the images. This task can be solved by humans with ease, but it is a challenge for computers. The VLSP2022-EVJVQA shared task carries the Visual question answering task in the multilingual domain on a newly released dataset UIT-EVJVQA, in which the questions and answers are written in three different languages: English, Vietnamese, and Japanese.

18p dianmotminh02 03-05-2024 7 2   Download

Ebook InDesign CS for macintosh and windows - Visual quickstart guide: Part 2 includes contents: Chapter 10 computer system storage fundamentals, chapter 11 data analysis techniques, chapter 12 investigating windows systems, chapter 13 investigating unix systems, chapter 14 analyzing network traffic, chapter 15 investigating hacker tools, chapter 16 investigating routers, chapter 17 writing computer forensic reports, appendix a answers to questions, appendix b incident response forms.

355p longtimenosee05 31-03-2024 5 0   Download

In recent years, the task of Visual Question Answering (VQA) has evolved into a very attractive research field. Normally, this task requires a simultaneous understanding of both the visual content of the image and the textual content of the question.

7p visherylsandberg 18-05-2022 7 2   Download

Bài toán trả lời câu hỏi trực quan (VQA) là bài toán kết hợp thị giác máy tính và xử lý ngôn ngữ tự nhiên. Trong bài viết này, chúng tôi trình bày các chiến lược xây dựng bộ dữ liệu VQA mới bằng tiếng Việt, Flickr8k-ViQA, bằng cách sinh tự động các cặp câu hỏi – câu trả lời từ những chú thích của bộ dữ liệu Flickr8k.

10p vielonmusk 21-01-2022 53 2   Download

In this paper we are giving a brief introduction on twitter and present some of the bigdata characteristics of a hashtags, related work to our subject and answer on the following questions, the purpose of choosing a hashtag to analyze, which hashtags we choose, why choosing them and what are the types of data used in the excel sheet. After that, we will show the result of the analysis used in both tools and demonstrate a collection of figures related to the findings. Then we concluded that data is not impossible to manage if the right tools were used.

4p blossom162 31-03-2019 37 1   Download

This q u e s t i o n is particularly important for the construction of cooperative dialo 9 systems, since, i n many a p p l i cations, no e x p l i c i t knowledge about the dialog goals of the questioner is available at the outset. If a,system is nevertheless expected to 'over-answer , i.e. to volunteer information that has n o t s p e c i f i c a l l y been r e q u e s t e d , it must command a s e t...

8p buncha_1 08-05-2013 41 1   Download

This paper describes a self-learning software agent who collects and learns knowledge from the web and also exchanges her knowledge via dialogues with the users. The agent is built on top of information extraction, web mining, question answering and dialogue system technologies, and users can freely formulate their questions within the gossip domain and obtain the answers in multiple ways: textual response, graph-based visualization of the related concepts and speech output.

4p bunthai_1 06-05-2013 30 2   Download

The anthropology of aesthetics as I see it, then, consists in the comparative study of valued perceptual experience in different societies. While our common human physiology no doubt results in our having universal, generalized responses to certain stimuli, perception is an active and cognitive process in which cultural factors play a dominant role. Perceptions are cultural phenomena.

14p giamdocamnhac 06-04-2013 61 7   Download

Video is a powerful medium that many business folks timidly avoid. After all, it can appear very complex! What tools do I use? How do I know what to make? How on earth am I going to explain the value of this to my boss? If you answer these questions, video can be a major asset to your business. Appealing to both audio and visual senses, video is powerful, emotion-evoking content that people love to share. Marketers can use video to generate traffic to their websites, build brand buzz, generate inbound links (which can help with SEO) and grow social media...

18p doiroimavanchuadc 06-02-2013 72 8   Download

How do the 3.1 billion A, C, G and T letters of the human genome compare to those of a chimp or a mouse? What do the paths that millions of visitors take through a web site look like? With Visualizing Data, you learn how to answer complex questions like these with thoroughly interactive displays. We're not talking about cookie-cutter charts and graphs. This book teaches you how to design entire interfaces around large, complex data sets with the help of a powerful new design and prototyping tool called "Processing"....

384p caucaphung 04-02-2013 43 7   Download

The concept of paying interest on a loan appears to be widely understood; indeed in Hungary 95% of respondents gave a correct response. The question requires the simplest possible arithmetic, but records an open ended response to minimise the possibility that people guess the correct answer. People found it harder to calculate a percentage than to undertake a division. Between 40% (Albania, Peru) and 76% (Ireland) of respondents gave a correct response to the first saving related question requiring them to calculate 2% interest and add it to the principle (Table 12, Annex). The...

0p mebachano 01-02-2013 60 15   Download

This book is here to help you get your job done. In general, you may use the code in this book in your programs and documentation. You do not need to contact us for permission unless you’re reproducing a significant portion of the code. For example, writing a program that uses several chunks of code from this book does not require permission. Selling or distributing a CD-ROM of examples from O’Reilly books does require permission. Answering a question by citing this book and quoting example code does not require permission.

844p hotmoingay3 09-01-2013 120 26   Download

MATLAB® and the Financial Toolbox provide a complete integrated computing environment for financial analysis and engineering. With 122 financial functions, including 42 functions for manipulating dates and time, the toolbox has everything you need to perform mathematical and statistical analysis of financial data and display the results with presentation-quality graphics. You can quickly ask, visualize, and answer complicated questions

403p tailieuvip13 24-07-2012 83 16   Download

Paper Crafts VISUAL Quick Tips features tips, tricks, and answers to your questions about everything from the basic techniques to the hottest new methods for creating beautiful scrapbook pages, greeting cards, invitations, art journals, gift tags, collage art, artist trading cards, and various home décor items. The detailed color photographs and concise instructions make it easy for anyone to create beautiful paper crafts, regardless of experience. You’ll save money on store-bought items and find satisfaction in creating special handmade crafts....

226p ken333 14-06-2012 120 31   Download

Welcome to ESRI® ArcGIS® ArcMap™, the premier software for desktop geographic information system (GIS) and mapping technology. ArcMap gives you the power to: • Visualize. In no time you’ll be working with your data geographically: seeing patterns you couldn’t see before, revealing hidden trends and distributions, and gaining new insights. • Create. It’s easy to create maps to convey your message. ArcMap provides all the tools you need to put your data on a map and display it in an effective manner. • Solve. Working geographically lets you answer questions such as “Where is...

598p bxhuyen 09-02-2011 246 86   Download

AIM : Simple Present tense with Yes/ No questions and short answers. OBJECTIVE : By the end of the lesson, Ss will be able to talk about daily routines, using Yes/ No Qs in the S.present tense. VISUAL AIDS : Poster or Handouts for Corid + FSW

7p mobell1209 20-10-2010 97 14   Download

With a partner, choose one of the following topics to discuss for about 10 minutes. Try to use the body language and emphasizing or minimizing language that would persuade your partner to agree with your point of view. Prepare for a presentation 1.1.Identify your audience2.Clarify the purpose and the objectives of the presentation3.Plan the content4.Design suitable visual aids5.Determine how long the presentation should be6.Follow a clear structure and make some notes for each part7.Anticipate questions the audience may ask and prepare answer...

37p dathao 16-10-2009 238 92   Download