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AI-assisted / adaptive learning

10 papers

Evidence base for ai-assisted / adaptive learning — every paper below is DOI-verified so you can trace any claim back to its source.

How to apply

These are illustrative auto-generated quiz questions of the kind an automatic question generation (AQG) system would produce, each tied to a Postgres chapter and carrying evidence provenance. They model the JSON shape the lane emits (see spec §JSON shape). Each is a recall-or-recognition item with a correct answer and, where useful, plausible distractors — the multiple-choice form recommended by the AQG review (Kurdi et al.

Papers

  1. Hongming Li, Salah Esmaeiligoujar, Nazanin Adham, Hai Li, Rui Huang
    2026
  2. Maity S., Deroy A., Sarkar S. — **Year:** 2025
    2025DOI: 10.1016/j.caeai.2025.100370
  3. Younes-Aziz Bachiri, Hicham Mouncif, Belaid Bouikhalene
    2025DOI: 10.34105/j.kmel.2025.17.018
  4. Suhana Bedi, Yutong Liu, Lucy Orr-Ewing, Dev Dash, Oluwasanmi Koyejo,
    2025DOI: 10.1001/jama.2024.21700
  5. Benjamin Paddags, Daniel Hershcovich, Valkyrie Savage
    2024DOI: 10.18653/v1/2024.bea-1.29
  6. Wanyong Feng, Jaewook Lee, Hunter McNichols, Alexander Scarlatos, Digory Smith,
    2024DOI: 10.18653/v1/2024.findings-naacl.193
  7. Taimoor Arif, Sumit Asthana, Kevyn Collins-Thompson
    2024DOI: 10.1145/3657604.3664714
  8. Semere Kiros Bitew, Johannes Deleu, Chris Develder, Thomas Demeester
    2023DOI: 10.48550/arXiv.2307.16338
  9. Ghader Kurdi, Jared Leo, Bijan Parsia, Uli Sattler, Salam Al-E'mari
    2020DOI: 10.1007/s40593-019-00186-y
  10. Wang Z., Lan A. S., Nie W., Waters A. E., Grimaldi P. J., Baraniuk R. G. — **Year:** 2018
    2018DOI: 10.1145/3231644.3231654

Audio companion script

This technique is called adaptive learning tutors. Reach for it when you want to use an adaptive tutor to target your weak spots. The idea is simple. You build a steady habit and let it do the work over time. It is backed by ten peer reviewed studies, so the advice rests on real evidence. Try it on your own material this week and notice how much more sticks.