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User-centric Reflective Writing Assistance: Leveraging RAG for Enhanced Personalized Support

Seyed Parsa Neshaei, Matea Tashkovska, Paola Mejia-Domenzain, Thiemo Wambsganß, Tanja Käser

CHI '25 Extended Abstracts · 2025

Memoire's retrieval-augmented pipeline: the learner's past reflections are retrieved, matched against the current draft, and turned into context-aware suggestions that feed back into the next entry.
Memoire's retrieval-augmented pipeline: the learner's past reflections are retrieved, matched against the current draft, and turned into context-aware suggestions that feed back into the next entry. · Diagram drawn for this page from the paper’s method.

Abstract

Figure 1: An overview of the primary interface of Memoire, our intelligent assistant for reflective writing.Learners start by viewing their past written reflections (a) and then write new reflections with the support of intelligent, context-aware, and personalized suggestions generated using a RAG-based pipeline, related to both their most similar previous reflections and their current text (b).We have translated an imaginary user profile from German into English to present in this paper.

Venue
CHI '25 Extended Abstracts
Year
2025
DOI
10.1145/3706599.3719899
Topics
Innovative Teaching and Learning Methods, Assistive Technology in Communication and Mobility, Technology Use by Older Adults

Cite this paper

Seyed Parsa Neshaei, Matea Tashkovska, Paola Mejia-Domenzain, Thiemo Wambsganß & Tanja Käser (2025) User-centric Reflective Writing Assistance: Leveraging RAG for Enhanced Personalized Support. CHI '25 Extended Abstracts. https://doi.org/10.1145/3706599.3719899

BibTeX
@inproceedings{neshaei2025usercentri,
  title         = {{User-centric Reflective Writing Assistance: Leveraging RAG for Enhanced Personalized Support}},
  author        = {Seyed Parsa Neshaei and Matea Tashkovska and Paola Mejia-Domenzain and Thiemo Wambsganß and Tanja Käser},
  year          = {2025},
  booktitle     = {CHI '25 Extended Abstracts},
  doi           = {10.1145/3706599.3719899},
  url           = {https://paola-md.github.io/papers/user-centric-reflective-writing-assistance-leveraging-rag-for-enhanced-p.html}
}