Dr. Phillip Wolff

Dr. Wolff is a Professor of Psychology at Emory University, where he contributes to the Cognitive and Computational Science and Clinical Science concentrations. He also serves as core faculty in the Program in Linguistics and is associated with the Department of Computer Science. Dr. Wolff is recognized for his expertise across several research domains.

  1. 1.Language SemanticsExploring the structure and meaning of language.
  2. 2.Machine Learning and Natural Language Processing (NLP)Utilizing algorithms to interpret and generate human language.
  3. 3.Digital Phenotyping of Mental IllnessSpecializing in conditions such as psychosis.
  4. 4.Digital Phenotyping of Neurodegenerative DiseasesFocusing on diseases like Alzheimer's and Primary Progressive Aphasia (PPA).
  5. 5.Causal Reasoning and Future ThinkingInvestigating how people predict and reason about future events.

Dr. Wolff's research endeavors concentrate on mining natural language data to identify biomarkers for psychosis, neurodegenerative diseases, and fundamental cognitive processes. His innovative, cross-disciplinary methodology integrates Psychology, Computer Science, and Linguistics, leading to his presentation at over ten international conferences in the past six years.

In addition to his role as the Director of the Program in Cognition and Development, Dr. Wolff has served as the Interim Chair of Linguistics at Emory University and as faculty at the 2007 Summer Institute of Linguistics. He teaches Statistics in the Psychology Department, emphasizing computational statistics and the application of machine learning and AI in biomedical and psychological research.

Dr. Wolff has also been an Associate Editor for the journal Cognitive Science and a member of four editorial boards. As a site Principal Investigator for the Accelerated Medicines Partnership in Schizophrenia (AMP SCZ), he oversees an international project with over 42 participating sites worldwide, leading efforts in the collection and NLP analysis of language biomarkers.

Dr. Phillip Wolff

Active

1U01MH124639

PD/PI: Woods, Bearden, Kane (PD); Wolff (PI)

ProNET: Psychosis-Risk Outcomes Network

Sep 2020Aug 2025

1U01MH124639 (supplement)

PD/PI: Woods, Bearden, Kane (PD); Wolff (PI)

ProNET: Psychosis-Risk Outcomes Network (Administrative Supplement)

Sep 2021May 2025

R21 DC019567-01A1

PD/PI: Dickerson, Wolff (MPI)

Computational psycholinguistic analysis of speech samples in Primary Progressive Aphasia (PPA) and Alzheimer's disease (AD) and Frontal Temporal Dementia (FTD)

Feb 2022Jan 2024

Grants Overview

Work in the lab focuses on machine-learning and AI analyses of two NIH-funded projects identifying linguistic biomarkers of Primary Progressive Aphasia (PPA) and other neurodegenerative diseases such as AD, FTLD, and LBD, and two other NIH grants focusing on deep phenotyping of clinical high-risk individuals for psychosis (AMP SCZ).

Recently Completed

1R21AG073744

PD/PI: Dickerson, Wolff (MPI)

Use of machine learning to quantify cognitive function in AD, FTD, and DLB

Aug 2021Oct 2023