Computational Modelling of Poetry Generation
نویسنده
چکیده
Poems are particular well-crafted formulations of certain messages that satisfy constraints on their form as well on their content. From an engineering point of view, the ability to optimize the combination of form and content is a very desireable feature to be able to model. The present paper reviews a number of efforts at modelling poetry generation computationally, and it brings together insights from these efforts into a computational model that allows integration of a number of AI technologies combined together according to control structures compatible with observed human behaviour. The relation of this computational model with existing cognitive models of the writing task, and with models of computational creativity is discussed.
منابع مشابه
A Survey on Intelligent Poetry Generation: Languages, Features, Techniques, Reutilisation and Evaluation
Poetry generation is becoming popular among researchers of Natural Language Generation, Computational Creativity and, broadly, Artificial Intelligence. To produce text that may be regarded as poetry, computational systems are typically knowledge-intensive and deal with several levels of language. Interest on the topic resulted in the development of several poetry generators described in the lit...
متن کاملTowards A Computational Model of Poetry Generation
In this paper we describe the difficulties of poetry generation, particularly in contrast to traditional informative natural language generation. We then point out deficiencies of previous attempts at poetry generation, and propose a stochastic hillclimbing search model which addresses these deficiencies. We present both conceptual and implemented details of the most important aspects of such a...
متن کاملMethods and Models in Linguistic and Musical Computational Creativity
Computational creativity is an area of artificial intelligence that develops algorithms and simulations of creative phenomena, as well as tools for performing creative tasks. In this thesis, we present various computational methods and models of linguistic and musical creativity. The emphasis is on developing methods that are maximally unsupervised, i.e. methods that require a minimal amount of...
متن کاملPoetry generation system with an emotional personality
We introduce a multiagent blackboard system for poetry generation with a special focus on emotional modelling. The emotional content is extracted from text, particularly blog posts, and is used as inspiration for generating poems. Our main objective is to create a system with an empathic emotional personality that would change its mood according to the affective content of the text, and express...
متن کاملPoetic Machine: Computational Creativity for Automatic Poetry Generation in Bengali
The paper reports an initial study on computational poetry generation for Bengali. Bengali is a morpho-syntactically rich language and partially phonemic. The poetry generation task has been defined as a follow-up rhythmic sequence generation based on user input. The design process involves rhythm understanding from the given input and follow-up rhyme generation by leveraging syllable/phonetic ...
متن کامل