Effective Interfaces for Student-Driven Revision Sessions for Argumentative Writing
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Abstract (arXiv)
We present the design and evaluation of a web-based intelligent writing assistant that helps students recognize their revisions of argumentative essays. To understand how our revision assistant can best support students, we have implemented four versions of our system with differences in the unit span (sentence versus sub-sentence) of revision analysis and the level of feedback provided (none, binary, or detailed revision purpose categorization). We first discuss the design decisions behind relevant components of the system, then analyze the efficacy of the different versions through a Wizard of Oz study with university students. Our results show that while a simple interface with no revision feedback is easier to use, an interface that provides a detailed categorization of sentence-level revisions is the most helpful based on user survey data, as well as the most effective based on improvement in writing outcomes.
Key facts. Cited by 12 papers in the map (data through 7 Oct 2026). First posted on arXiv 14 Jul 2021.
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Citing papers per year: 2022: 3; 2023: 1; 2024: 2; 2025: 2; 2026: 4.
12 papers.
- 2024A Design Space for Intelligent and Interactive Writing Assistantscited by 76
- 2025Co-Writing with AI, on Human Terms: Aligning Research with User Demands Across the Writing Processcited by 14
- 2024Collage is the New Writing: Exploring the Fragmentation of Text and User Interfaces in AI Toolscited by 13
- 2022ArgRewrite V.2: an Annotated Argumentative Revisions Corpuscited by 9
- 2022Persua: A Visual Interactive System to Enhance the Persuasiveness of Arguments in Online Discussioncited by 7
- 2025StorySage: Conversational Autobiography Writing Powered by a Multi-Agent Frameworkcited by 4
- 2026Narrix: Remixing Narrative Strategies from Examples for Story Writingcited by 4
- 2022TYPIC: A Corpus of Template-Based Diagnostic Comments on Argumentationcited by 3
- 2026CoLyricist: Enhancing Lyric Writing with AI through Workflow-Aligned Supportcited by 1
- 2026From Use to Oversight: How Mental Models Influence User Behavior and Output in AI Writing Assistantscited by 1
- 2023Teach Me How to Improve My Argumentation Skills: A Survey on Feedback in Argumentationcited by 0
- 2026Towards Cognitive Process-Aware Proactive Writing Supportcited by 0
- 2026Towards Cognitive Process-Aware Proactive Writing Support31 Aug 2026
- 2026Narrix: Remixing Narrative Strategies from Examples for Story Writing8 Apr 2026
- 2026From Use to Oversight: How Mental Models Influence User Behavior and Output in AI Writing Assistants6 Apr 2026
- 2026CoLyricist: Enhancing Lyric Writing with AI through Workflow-Aligned Support26 Feb 2026
- 2025StorySage: Conversational Autobiography Writing Powered by a Multi-Agent Framework17 Jun 2025
- 2025Co-Writing with AI, on Human Terms: Aligning Research with User Demands Across the Writing Process16 Apr 2025
- 2024Collage is the New Writing: Exploring the Fragmentation of Text and User Interfaces in AI Tools27 May 2024
- 2024A Design Space for Intelligent and Interactive Writing Assistants21 Mar 2024
- 2023Teach Me How to Improve My Argumentation Skills: A Survey on Feedback in Argumentation28 Jul 2023
- 2022ArgRewrite V.2: an Annotated Argumentative Revisions Corpus3 Jun 2022
- 2022Persua: A Visual Interactive System to Enhance the Persuasiveness of Arguments in Online Discussion16 Apr 2022
- 2022TYPIC: A Corpus of Template-Based Diagnostic Comments on Argumentation18 Jan 2022