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A survey of controllable text generation using transformer-based pre-trained language models
Controllable Text Generation (CTG) is an emerging area in the field of natural language
generation (NLG). It is regarded as crucial for the development of advanced text generation …
generation (NLG). It is regarded as crucial for the development of advanced text generation …
Pre-trained language models for text generation: A survey
Text Generation aims to produce plausible and readable text in human language from input
data. The resurgence of deep learning has greatly advanced this field, in particular, with the …
data. The resurgence of deep learning has greatly advanced this field, in particular, with the …
A contrastive framework for neural text generation
Text generation is of great importance to many natural language processing applications.
However, maximization-based decoding methods (eg, beam search) of neural language …
However, maximization-based decoding methods (eg, beam search) of neural language …
Songmass: Automatic song writing with pre-training and alignment constraint
Automatic song writing aims to compose a song (lyric and/or melody) by machine, which is
an interesting topic in both academia and industry. In automatic song writing, lyric-to-melody …
an interesting topic in both academia and industry. In automatic song writing, lyric-to-melody …
DeepRapper: Neural rap generation with rhyme and rhythm modeling
Rap generation, which aims to produce lyrics and corresponding singing beats, needs to
model both rhymes and rhythms. Previous works for rap generation focused on rhyming …
model both rhymes and rhythms. Previous works for rap generation focused on rhyming …
Telemelody: Lyric-to-melody generation with a template-based two-stage method
Lyric-to-melody generation is an important task in automatic songwriting. Previous lyric-to-
melody generation systems usually adopt end-to-end models that directly generate …
melody generation systems usually adopt end-to-end models that directly generate …
[PDF][PDF] On the power of special-purpose GPT models to create and evaluate new poetry in old styles
ThisstudyinvestigatesthepossibilityofusingG…-3 modelstogeneratehigh-
qualitypoemsinaspecificauthor'sstyle, throughfine-tuningondatasetsofpoems accompaniedbytheirmetadataandautomatic …
qualitypoemsinaspecificauthor'sstyle, throughfine-tuningondatasetsofpoems accompaniedbytheirmetadataandautomatic …
Relyme: Improving lyric-to-melody generation by incorporating lyric-melody relationships
Lyric-to-melody generation, which generates melody according to given lyrics, is one of the
most important automatic music composition tasks. With the rapid development of deep …
most important automatic music composition tasks. With the rapid development of deep …
A sentiment and style controllable approach for chinese poetry generation
Sentiment and style control are two vital aspects in automatic poetry generation. Excellent
Chinese classical poetry should express a certain emotion and embody a specific style at …
Chinese classical poetry should express a certain emotion and embody a specific style at …
Hierarchical template transformer for fine-grained sentiment controllable generation
Existing methods for text generation usually fed the overall sentiment polarity of a product as
an input into the seq2seq model to generate a relatively fluent review. However, these …
an input into the seq2seq model to generate a relatively fluent review. However, these …