The need for text generation
نویسنده
چکیده
For a variety of systems, such as expert systems, database systems, and problem• solving systems, text generation is one way for the system to communicate effectively with its users. This is particularly true when the system is likely to be used by a wide range of users with varying levels of expertise and background. In this paper I will show why explanation is a crucial feature of expert systems, how text generation can be used within database systems to familiarize users with the database, and where text generation can aid communication with problem-solving systems. Given that text generation is more than just a frill for such systems, a second focus of the paper will be on the kinds of problems that any designer of a text generation system must address. Some of the problems include being able to decide what to say, how to organize that information, and how to express it in natural language.
منابع مشابه
Improvement of generative adversarial networks for automatic text-to-image generation
This research is related to the use of deep learning tools and image processing technology in the automatic generation of images from text. Previous researches have used one sentence to produce images. In this research, a memory-based hierarchical model is presented that uses three different descriptions that are presented in the form of sentences to produce and improve the image. The proposed ...
متن کاملThe Effect of Iranian EFL Learners’ Self-generated vs. Group-generated Text-based Questions on their Reading Comprehension
Reading comprehension is one of the most important skills, especially in the EFL context. One way to improve reading comprehension is through strategy use. The present study aimed at investigating the effect of question-generation strategy on learners' reading comprehension. The participants in the study were 63 intermediate students from three intact groups in Resa institute in Boukan, They we...
متن کاملروش جدید متنکاوی برای استخراج اطلاعات زمینه کاربر بهمنظور بهبود رتبهبندی نتایج موتور جستجو
Today, the importance of text processing and its usages is well known among researchers and students. The amount of textual, documental materials increase day by day. So we need useful ways to save them and retrieve information from these materials. For example, search engines such as Google, Yahoo, Bing and etc. need to read so many web documents and retrieve the most similar ones to the user ...
متن کاملDiscourse Structures for Text Generation
A bst ract Text generation programs need to be designed around a theory of text organization. This paper introduces Rhetorical Structure Theory, a theory of text structure in which each region of text has a central nuclear part and a number of satellites related to it. A natural text is analyzed as an example, the mechanisms of the theory are identified, and their formalization is discussed. In...
متن کاملChemical energy and bottom stirring systems – Cost effective solutions for a better performing EAF
The continuous improvement of EAF performance is crucial for the increase in productivity and cost effectiveness and to render an environmental friendly process. RHI supports these targets by providing a diverse range of refractory and process solutions. Chemical energy in practical operation by injection of gaseous media like oxygen and natural gas, and solid materials like carbon have become ...
متن کاملAn Optimal Approach to Local and Global Text Coherence Evaluation Combining Entity-based, Graph-based and Entropy-based Approaches
Text coherence evaluation becomes a vital and lovely task in Natural Language Processing subfields, such as text summarization, question answering, text generation and machine translation. Existing methods like entity-based and graph-based models are engaging with nouns and noun phrases change role in sequential sentences within short part of a text. They even have limitations in global coheren...
متن کامل