Detecting cognitive impairments by agreeing on interpretations of
linguistic features

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Detecting cognitive impairments by agreeing on interpretations of linguistic features

20 August 2018

Jekaterina Novikova

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Papers citing "Detecting cognitive impairments by agreeing on interpretations of linguistic features"

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Title
Deep Insights into Cognitive Decline: A Survey of Leveraging Non-Intrusive Modalities with Deep Learning Techniques David Ortiz-Perez Manuel Benavent-Lledo José García Rodríguez David Tomás M. Flores Vizcaya-Moreno 69 1 0 24 Oct 2024
DECK: Behavioral Tests to Improve Interpretability and Generalizability of BERT Models Detecting Depression from Text Jekaterina Novikova Ksenia Shkaruta AI4MH 71 4 0 12 Sep 2022
Impact of Environmental Noise on Alzheimer's Disease Detection from Speech: Should You Let a Baby Cry? Jekaterina Novikova 46 0 0 31 Mar 2022
Robustness and Sensitivity of BERT Models Predicting Alzheimer's Disease from Text Jekaterina Novikova OOD 76 10 0 24 Sep 2021
Comparing Acoustic-based Approaches for Alzheimer's Disease Detection Aparna Balagopalan Jekaterina Novikova 55 43 0 03 Jun 2021
Augmenting BERT Carefully with Underrepresented Linguistic Features Aparna Balagopalan Jekaterina Novikova 39 2 0 12 Nov 2020
Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach Benjamin Eyre Aparna Balagopalan Jekaterina Novikova 43 8 0 13 Oct 2020
Examining the rhetorical capacities of neural language models Zining Zhu Chuer Pan Mohamed Abdalla Frank Rudzicz 64 10 0 01 Oct 2020
Ethically Collecting Multi-Modal Spontaneous Conversations with People that have Cognitive Impairments Angus Addlesee Pierre Albert 15 4 0 30 Sep 2020
To BERT or Not To BERT: Comparing Speech and Language-based Approaches for Alzheimer's Disease Detection Aparna Balagopalan Benjamin Eyre Frank Rudzicz Jekaterina Novikova 58 124 0 26 Jul 2020
Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power Jekaterina Novikova Aparna Balagopalan Ksenia Shkaruta Frank Rudzicz 46 7 0 30 Sep 2019
Current Challenges in Spoken Dialogue Systems and Why They Are Critical for Those Living with Dementia Angus Addlesee Arash Eshghi Ioannis Konstas 19 9 0 14 Sep 2019
Impact of ASR on Alzheimer's Disease Detection: All Errors are Equal, but Deletions are More Equal than Others Aparna Balagopalan Ksenia Shkaruta Jekaterina Novikova 42 10 0 02 Apr 2019
Deconfounding age effects with fair representation learning when assessing dementia Zining Zhu Jekaterina Novikova Frank Rudzicz 43 3 0 19 Jul 2018
Semi-supervised classification by reaching consensus among modalities Zining Zhu Jekaterina Novikova Frank Rudzicz 42 9 0 23 May 2018