Zhecheng Sheng
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(26)
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The Questioner
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Renaissance Researcher
(5)
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Research topics
Healthcare & Medicine
(4)
Machine Learning
(4)
Clinical
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Core AI
(3)
Optimization & Theory
(3)
Generation
(2)
Models
(2)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Applications
(1)
Architectures
(1)
Keywords
autoregressive model
(2)
language model
(2)
alzheimer disease
(2)
natural language generation
(1)
natural language understanding
(1)
speech analysis
(1)
likelihood estimation
(1)
latent representation
(1)
cognitive assessment
(1)
dialogue system
(1)
linguistic feature
(1)
discourse relation
(1)
weight masking
(1)
dementia detection
(1)
gender confounding
(1)
cognitive impairment
(1)
brownian bridge
(1)
reference-free metric
(1)
text coherence
(1)
picture description
(1)
Papers
BBScoreV2: Learning Time-Evolution and Latent Alignment from Stochastic Representation
EMNLP 2025
βIs There Anything Else?β: Examining Administrator Influence on Linguistic Features from the Cookie Theft Picture Description Cognitive Test
NAACL 2025
Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking
ACL 2025
BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence
AAAI 2024
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