A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's Type

7 May 2020

Papers citing "A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's Type"

7 / 7 papers shown

Title
Bigger But Not Better: Small Neural Language Models Outperform Large Language Models in Detection of Thought Disorder Changye Li Weizhe Xu Serguei V. S. Pakhomov Ellen Bradley Dror Ben-Zeev T. Cohen 39 0 0 25 Mar 2025
A Systematic Review of NLP for Dementia -- Tasks, Datasets and Opportunities Lotem Peled-Cohen Roi Reichart 34 0 0 29 Sep 2024
Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies Changye Li Zhecheng Sheng Trevor Cohen Serguei V. S. Pakhomov 22 1 0 05 Jun 2024
Slaves to the Law of Large Numbers: An Asymptotic Equipartition Property for Perplexity in Generative Language Models Avinash Mudireddy Tyler Bell R. Mudumbai 36 1 0 22 May 2024
TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments Changye Li Weizhe Xu T. Cohen Martin Michalowski Serguei V. S. Pakhomov 11 4 0 14 Feb 2023
Semantic Coherence Markers for the Early Diagnosis of the Alzheimer Disease Davide Colla Matteo Delsanto Marco Agosto B. Vitiello Daniele P. Radicioni 18 0 0 02 Feb 2023
GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models Changye Li D. Knopman Weizhe Xu T. Cohen Serguei V. S. Pakhomov 9 19 0 25 Mar 2022