Serguei Pakhomov
12 papers · 2002–2025 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (25) 🏃 Academic Marathon · Ultra 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🧬 Topic Evolution
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Healthcare & Medicine
(5)
Machine Learning
(5)
Natural Language Processing
(5)
Clinical
(5)
Deep Learning
(3)
Application Areas
(3)
Core Methods
(3)
Generation
(3)
Models
(2)
Applications
(1)
Architectures
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
language model
(3)
conversational agent
(3)
large language model
(2)
natural language generation
(2)
neural language model
(2)
speech analysis
(2)
clinical diagnosis
(1)
natural language understanding
(1)
text classification
(1)
alzheimer disease
(1)
mixture model
(1)
autoregressive model
(1)
schizophrenia detection
(1)
alzheimer's disease
(1)
internet of thing
(1)
medical diagnosis
(1)
dialogue system
(1)
wearable device
(1)
attention mechanism
(1)
cognitive modeling
(1)
Papers
Bigger But Not Better: Small Neural Language Models Outperform LLMs in Detection of Thought Disorder
NAACL 2025
Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies
ACL 2024
A Dialogue System for Assessing Activities of Daily Living: Improving Consistency with Grounded Knowledge
ACL 2023
Automated Neural Nursing Assistant (ANNA): An Over-The-Phone System for Cognitive Monitoring
Interspeech 2023
GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models
ACL 2022
Conversational Agent for Daily Living Assessment Coaching Demo
EACL 2021
Everyday Living Artificial Intelligence Hub
NAACL 2021
A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer’s Type
ACL 2020
Computerized Analysis of a Verbal Fluency Test
ACL 2013
UMLS::Similarity: Measuring the Relatedness and Similarity of Biomedical Concepts
NAACL 2013
High Throughput Modularized NLP System for Clinical Text
ACL 2005
Semi-Supervised Maximum Entropy Based Approach to Acronym and Abbreviation Normalization in Medical Texts
ACL 2002