mlsanityData to 14 Oct 2026

Speakerly: A Voice-based Writing Assistant for Text Composition

arXiv 2310.16251 ↗First posted 24 Oct 2023cs.CL cs.AIcited by 0

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Abstract (arXiv)

We present Speakerly, a new real-time voice-based writing assistance system that helps users with text composition across various use cases such as emails, instant messages, and notes. The user can interact with the system through instructions or dictation, and the system generates a well-formatted and coherent document. We describe the system architecture and detail how we address the various challenges while building and deploying such a system at scale. More specifically, our system uses a combination of small, task-specific models as well as pre-trained language models for fast and effective text composition while supporting a variety of input modes for better usability.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 23 of its 61 references that are in the map. First posted on arXiv 24 Oct 2023.

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23 of 61 references.

References · 23

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  11. 2021Sparks: Inspiration for Science Writing using Language Modelscited by 80
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11 more
  1. 2022Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writingcited by 71
  2. 2023CoEdIT: Text Editing by Task-Specific Instruction Tuningcited by 68
  3. 2022Read, Revise, Repeat: A System Demonstration for Human-in-the-loop Iterative Text Revisioncited by 46
  4. 2021Wordcraft: a Human-AI Collaborative Editor for Story Writingcited by 41
  5. 2022EdiT5: Semi-Autoregressive Text-Editing with T5 Warm-Startcited by 35
  6. 2020Improving Disfluency Detection by Self-Training a Self-Attentive Modelcited by 25
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  8. 2022Improving Iterative Text Revision by Learning Where to Edit from Other Revision Taskscited by 20
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  10. 2016Comparing Speech and Keyboard Text Entry for Short Messages in Two Languages on Touchscreen Phonescited by 9
  11. 2023Writing Assistants Should Model Social Factors of Languagecited by 5

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