Constrained Language Models for Interactive Poem Generation
This paper describes a system for interactive poem generation, which combines neural language models (LMs) for poem generation with explicit constraints that can be set by users on form, topic, emotion, and rhyming scheme. LMs cannot learn such constraints from the data, which is scarce with respect to their needs even for a well-resourced language such as French. We propose a method to generate verses and stanzas by combining LMs with rule-based algorithms, and compare several approaches for adjusting the words of a poem to a desired combination of topics or emotions. An approach to automatic rhyme setting using a phonetic dictionary is proposed as well. Our system has been demonstrated at public events, and log analysis shows that users found it engaging.
Code (0)
등록된 구현이 없습니다.
Similar Papers 제목 키워드 기반
BIPro: Zero-shot Chinese Poem Generation via Block Inverse Prompting Constrained Generation Framework
Recently, generative pre-trained models have made significant strides, particularly highlighted by the release of ChatGPT and GPT-4, which exhibit superior cross-domain capabilities. However, these models still face chal…
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features
Poetry generation, and creative language generation in general, usually suffers from the lack of large training data. In this paper, we present a novel framework to generate sonnets that does not require training on poem…
Sonnet GenerationText GenerationSonnet Generation by Training on Non-poetic Texts with Discourse-level Coherence and Poetic Features
Poetry generation, and creative language generation in general, usually suffers from the lack of large training data. In this paper, we present a novel framework to generate sonnets that does not require training on poem…
Sonnet GenerationText GenerationPoem Machine - a Co-creative NLG Web Application for Poem Writing
We present Poem Machine, an interactive online tool for co-authoring Finnish poetry with a computationally creative agent. Poem Machine can produce poetry of its own and assist the user in authoring poems. The main targe…
Text GenerationVietnamese Poem Generation & The Prospect Of Cross-Language Poem-To-Poem Translation
Poetry generation has been a challenging task in the field of Natural Language Processing, as it requires the model to understand the nuances of language, sentiment, and style. In this paper, we propose using Large Langu…
Paper generation