Survey of the state of the art in natural language generation: Core tasks, applications and evaluation
This paper surveys the current state of the art in Natural Language Generation (NLG),
defined as the task of generating text or speech from non-linguistic input. A survey of NLG is …
defined as the task of generating text or speech from non-linguistic input. A survey of NLG is …
On the creativity of large language models
Large language models (LLMs) are revolutionizing several areas of Artificial Intelligence.
One of the most remarkable applications is creative writing, eg, poetry or storytelling: the …
One of the most remarkable applications is creative writing, eg, poetry or storytelling: the …
[PDF][PDF] Chinese poetry generation with recurrent neural networks
We propose a model for Chinese poem generation based on recurrent neural networks
which we argue is ideally suited to capturing poetic content and form. Our generator jointly …
which we argue is ideally suited to capturing poetic content and form. Our generator jointly …
Chinese poetry generation with planning based neural network
Chinese poetry generation is a very challenging task in natural language processing. In this
paper, we propose a novel two-stage poetry generating method which first plans the sub …
paper, we propose a novel two-stage poetry generating method which first plans the sub …
[PDF][PDF] Full-FACE Poetry Generation.
We describe a corpus-based poetry generation system which uses templates to construct
poems according to given constraints on rhyme, meter, stress, sentiment, word frequency …
poems according to given constraints on rhyme, meter, stress, sentiment, word frequency …
Creative data generation: A review focusing on text and poetry
The rapid advancement in machine learning has led to a surge in automatic data
generation, making it increasingly challenging to differentiate between naturally or human …
generation, making it increasingly challenging to differentiate between naturally or human …
Automatic poetry generation from prosaic text
In the last few years, a number of successful approaches have emerged that are able to
adequately model various aspects of natural language. In particular, language models …
adequately model various aspects of natural language. In particular, language models …
[PDF][PDF] i, Poet: Automatic Poetry Composition through Recurrent Neural Networks with Iterative Polishing Schema.
Part of the long lasting cultural heritage of humanity is the art of classical poems, which are
created by fitting words into certain formats and representations. Automatic poetry …
created by fitting words into certain formats and representations. Automatic poetry …
[PDF][PDF] PoeTryMe: a versatile platform for poetry generation
PoeTryMe is a platform for the automatic generation of poetry. It has a versatile architecture
that provides a high level of customisation. The user can define features that go from the …
that provides a high level of customisation. The user can define features that go from the …
Chinese song iambics generation with neural attention-based model
Learning and generating Chinese poems is a charming yet challenging task. Traditional
approaches involve various language modeling and machine translation techniques …
approaches involve various language modeling and machine translation techniques …