Behind the [MASK]: Disentangling Representation and Faithfulness in DAPF-Based Dementia Detection

arXiv:2608.25028 · cs.CL, cs.LG · Submitted 2026-08-25 · Read on arXiv

cs.CL, cs.LG

Submitted: 2026-08-25

Updated: 2026-08-25

Terminology

Interpretability — 23× in this paper · explained in 15 episodes
Accuracy — 8× in this paper · explained in 1 episode
Adaptation — 6× in this paper · explained in 1 episode
Aggregation — 5× in this paper · explained in 1 episode
AUROC — 4× in this paper · explained in 2 episodes
Calibration — 4× in this paper · explained in 7 episodes
Domain Adaptation — 4× in this paper · explained in 5 episodes
Fine-Tuning — 4× in this paper · explained in 5 episodes
Generalization — 4× in this paper · explained in 13 episodes
Core — 2× in this paper · explained in 2 episodes
F1 Score — 2× in this paper · explained in 3 episodes
Feature Selection — 2× in this paper · explained in 4 episodes
Tokenization — 2× in this paper · explained in 2 episodes
Ablation — 1× in this paper · explained in 1 episode
Adam — 1× in this paper · explained in 2 episodes
Benchmark — 1× in this paper · explained in 2 episodes
Distribution Shift — 1× in this paper · explained in 6 episodes
Domain-Adaptive Prompt-Based Fine-Tuning — 1× in this paper
Expected Calibration Error — 1× in this paper
Explainability — 1× in this paper · explained in 3 episodes
Pragmatics — 1× in this paper · explained in 2 episodes
Robustness — 1× in this paper · explained in 5 episodes
Trace — 1× in this paper · explained in 2 episodes
Transformer — 1× in this paper · explained in 2 episodes

Sources

Related papers