mlsanityData to 7 Oct 2026

Youling: an AI-Assisted Lyrics Creation System

arXiv 2201.06724 ↗First posted 18 Jan 2022cs.CLcited by 10

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Abstract (arXiv)

Recently, a variety of neural models have been proposed for lyrics generation. However, most previous work completes the generation process in a single pass with little human intervention. We believe that lyrics creation is a creative process with human intelligence centered. AI should play a role as an assistant in the lyrics creation process, where human interactions are crucial for high-quality creation. This paper demonstrates textitYouling, an AI-assisted lyrics creation system, designed to collaborate with music creators. In the lyrics generation process, textitYouling supports traditional one pass full-text generation mode as well as an interactive generation mode, which allows users to select the satisfactory sentences from generated candidates conditioned on preceding context. The system also provides a revision module which enables users to revise undesired sentences or words of lyrics repeatedly. Besides, textitYouling allows users to use multifaceted attributes to control the content and format of generated lyrics. The demo video of the system is available at https://youtu.be/DFeNpHk0pm4.

Key facts. Cited by 10 papers in the map (data through 7 Oct 2026). Builds on 8 of its 17 references that are in the map. First posted on arXiv 18 Jan 2022.

Builds on

8 of 17 references.

References · 8

  1. 2017Attention Is All You Needcited by 59,932
  2. 2019A Pre-training Based Personalized Dialogue Generation Model with Persona-sparse Datacited by 74
  3. 2020SongNet: Rigid Formats Controlled Text Generationcited by 25
  4. 2019A Hierarchical Attention Based Seq2seq Model for Chinese Lyrics Generationcited by 7
  5. 2019A Syllable-Structured, Contextually-Based Conditionally Generation of Chinese Lyricscited by 5
  6. 2016Evaluating Creative Language Generation: The Case of Rap Lyric Ghostwritingcited by 3
  7. 2018Combining Learned Lyrical Structures and Vocabulary for Improved Lyric Generationcited by 3
  8. 2019Copy this Sentencecited by 1

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2022: 2; 2023: 4; 2024: 3; 2025: 0; 2026: 1.

10 papers.