Jiahuan Pei
9 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(30)
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Keyword Collector
(53)
Venues
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Research topics
Natural Language Processing
(8)
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Deep Learning
(4)
Learning Types · Machine Learning
(4)
Applications · Natural Language Processing
(3)
Generation
(3)
Resources & Methods
(3)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
large language model
(6)
motivational interviewing
(2)
transfer learning
(2)
text classification
(1)
dialogue generation
(1)
text generation
(1)
model evaluation
(1)
multimodal learning
(1)
instruction following
(1)
document retrieval
(1)
natural language understanding
(1)
human-robot interaction
(1)
generalization ability
(1)
autonomous agent
(1)
low-rank adaptation
(1)
parameter-efficient fine-tuning
(1)
out-of-distribution detection
(1)
end-to-end learning
(1)
vision-language model
(1)
information retrieval
(1)
Papers
Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment
EMNLP 2025
ExcluIR: Exclusionary Neural Information Retrieval
AAAI 2025
Rethinking the Alignment of Psychotherapy Dialogue Generation with Motivational Interviewing Strategies
COLING 2025
Assessing “Implicit” Retrieval Robustness of Large Language Models
EMNLP 2024
Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality
ACL 2024
Eliciting Motivational Interviewing Skill Codes in Psychotherapy with LLMs: A Bilingual Dataset and Analytical Study
COLING 2024
MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning
ACL 2024
Syllogistic Reasoning for Legal Judgment Analysis
EMNLP 2023
Transformer Uncertainty Estimation with Hierarchical Stochastic Attention
AAAI 2022