mlsanityData to 7 Oct 2026

LaMPost: Design and Evaluation of an AI-assisted Email Writing Prototype for Adults with Dyslexia

arXiv 2207.02308 ↗First posted 5 Jul 2022cs.HCcited by 27

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Abstract (arXiv)

Prior work has explored the writing challenges experienced by people with dyslexia, and the potential for new spelling, grammar, and word retrieval technologies to address these challenges. However, the capabilities for natural language generation demonstrated by the latest class of large language models (LLMs) highlight an opportunity to explore new forms of human-AI writing support tools. In this paper, we introduce LaMPost, a prototype email-writing interface that explores the potential for LLMs to power writing support tools that address the varied needs of people with dyslexia. LaMPost draws from our understanding of these needs and introduces novel AI-powered features for email-writing, including: outlining main ideas, generating a subject line, suggesting changes, rewriting a selection. We evaluated LaMPost with 19 adults with dyslexia, identifying many promising routes for further exploration (including the popularity of the "rewrite" and "subject line" features), but also finding that the current generation of LLMs may not surpass the accuracy and quality thresholds required to meet the needs of writers with dyslexia. Surprisingly, we found that participants' awareness of the AI had no effect on their perception of the system, nor on their feelings of autonomy, expression, and self-efficacy when writing emails. Our findings yield further insight into the benefits and drawbacks of using LLMs as writing support for adults with dyslexia and provide a foundation to build upon in future research.

Key facts. Cited by 27 papers in the map (data through 7 Oct 2026). First posted on arXiv 5 Jul 2022.

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Citing papers per year: 2023: 5; 2024: 9; 2025: 9; 2026: 4.

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  1. 2024AI Hallucinations: A Misnomer Worth Clarifyingcited by 34
  2. 2024Supporting Sensemaking of Large Language Model Outputs at Scalecited by 26
  3. 2023ABScribe: Rapid Exploration & Organization of Multiple Writing Variations in Human-AI Co-Writing Tasks using Large Language Modelscited by 17
  4. 2025Co-Writing with AI, on Human Terms: Aligning Research with User Demands Across the Writing Processcited by 14
  5. 2024Collage is the New Writing: Exploring the Fragmentation of Text and User Interfaces in AI Toolscited by 13
  6. 2023Storyfier: Exploring Vocabulary Learning Support with Text Generation Modelscited by 12
  7. 2023The Design Space of Generative Modelscited by 9
  8. 2025Where Do I 'Add the Egg'?: Exploring Agency and Ownership in AI Creative Co-Writing Systemscited by 7
  9. 2024Will GPT-4 Run DOOM?cited by 6
  10. 2024TutoAI: A Cross-domain Framework for AI-assisted Mixed-media Tutorial Creation on Physical Taskscited by 6
  11. 2024Language Models as Critical Thinking Tools: A Case Study of Philosopherscited by 6
  12. 2024TwIPS: A Large Language Model Powered Texting Application to Simplify Conversational Nuances for Autistic Userscited by 5
15 more
  1. 2025Understanding and Supporting Formal Email Exchange by Answering AI-Generated Questionscited by 5
  2. 2023MenuCraft: Interactive Menu System Design with Large Language Modelscited by 4
  3. 2024Survey of User Interface Design and Interaction Techniques in Generative AI Applicationscited by 3
  4. 2024WordDecipher: Enhancing Digital Workspace Communication with Explainable AI for Non-native English Speakerscited by 2
  5. 2025Content-Driven Local Response: Supporting Sentence-Level and Message-Level Mobile Email Replies With and Without AIcited by 2
  6. 2025Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generationcited by 2
  7. 2023Approach Intelligent Writing Assistants Usability with Seven Stages of Actioncited by 1
  8. 2025StepWrite: Adaptive Planning for Speech-Driven Text Generationcited by 1
  9. 2025NeuroBridge: Using Generative AI to Bridge Cross-neurotype Communication Differences through Neurotypical Perspective-takingcited by 1
  10. 2025Inclusive Easy-to-Read Generation for Individuals with Cognitive Impairmentscited by 1
  11. 2026From Use to Oversight: How Mental Models Influence User Behavior and Output in AI Writing Assistantscited by 1
  12. 2025A Low-Resource Speech-Driven NLP Pipeline for Sinhala Dyslexia Assistancecited by 0
  13. 2026Iterative Prompt Refinement for Dyslexia-Friendly Text Summarization Using GPT-4ocited by 0
  14. 2026Semantic Prompting: Agentic Incremental Narrative Refinement through Spatial Semantic Interactioncited by 0
  15. 2026How Frontier LLMs Adapt to Neurodivergence Context: A Measurement Framework for Surface vs. Structural Change in System-Prompted Responsescited by 0