Alzheimer's Disease Detection from Spontaneous Speech through Combining
Linguistic Complexity and (Dis)Fluency Features with Pretrained Language
Models

Alzheimer's Disease Detection from Spontaneous Speech through Combining Linguistic Complexity and (Dis)Fluency Features with Pretrained Language Models

16 June 2021

Yu Qiao

Daniel Wiechmann

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Papers citing "Alzheimer's Disease Detection from Spontaneous Speech through Combining Linguistic Complexity and (Dis)Fluency Features with Pretrained Language Models"

12 / 12 papers shown

Title
Integrating Pause Information with Word Embeddings in Language Models for Alzheimer's Disease Detection from Spontaneous Speech Yu Pu Wei-Qiang Zhang 65 0 0 12 Jan 2025
Not All Errors Are Equal: Investigation of Speech Recognition Errors in Alzheimer's Disease Detection Jiawen Kang Junan Li Jinchao Li Xixin Wu Helen Meng 105 2 0 09 Dec 2024
Leveraging Prompt Learning and Pause Encoding for Alzheimer's Disease Detection Yin-Long Liu Rui Feng Jia-Hong Yuan Zhen-Hua Ling 112 2 0 09 Dec 2024
Explainable cognitive decline detection in free dialogues with a Machine Learning approach based on pre-trained Large Language Models Francisco de Arriba-Pérez Silvia García-Méndez Javier Otero-Mosquera Francisco J. González Castaño 63 5 0 04 Nov 2024
A Systematic Review of NLP for Dementia -- Tasks, Datasets and Opportunities Lotem Peled-Cohen Roi Reichart 93 1 0 29 Sep 2024
Soft-Weighted CrossEntropy Loss for Continous Alzheimer's Disease Detection Xiaohui Zhang Wenjie Fu Mangui Liang 117 1 0 19 Feb 2024
Performance Assessment of ChatGPT vs Bard in Detecting Alzheimer's Dementia T. BalamuraliB. Jer-Ming Chen AI4MH 50 3 0 30 Jan 2024
Context-aware attention layers coupled with optimal transport domain adaptation and multimodal fusion methods for recognizing dementia from spontaneous speech Loukas Ilias D. Askounis 68 10 0 25 May 2023
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media S. Zanwar Daniel Wiechmann Yu Qiao E. Kerz AI4MH 59 5 0 19 Dec 2022
Exploiting prompt learning with pre-trained language models for Alzheimer's Disease detection Yi Wang Jiajun Deng Tianzi Wang Bo Zheng Shoukang Hu Xunying Liu Helen M. Meng 97 16 0 29 Oct 2022
Exploring linguistic feature and model combination for speech recognition based automatic AD detection Yi Wang Tianzi Wang Zi Ye Lingwei Meng Shoukang Hu Xixin Wu Xunying Liu Helen M. Meng 87 20 0 28 Jun 2022
Pushing on Personality Detection from Verbal Behavior: A Transformer Meets Text Contours of Psycholinguistic Features E. Kerz Yu Qiao S. Zanwar Daniel Wiechmann 44 27 0 10 Apr 2022