Jingyan Zhou
10 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (34) π£ Hot Topic Early Bird ποΈ Keyword Collector (57)
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Natural Language Processing
(7)
Core AI
(7)
Deep Learning
(6)
Machine Learning
(6)
Learning Types Β· Deep Learning
(6)
Resources & Methods
(5)
Applications
(3)
Learning Types Β· Machine Learning
(3)
Healthcare & Medicine
(1)
Application Areas
(1)
Clinical
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
large language model
(4)
text classification
(1)
instruction tuning
(1)
direct preference optimization
(1)
self-supervised learning
(1)
factual accuracy
(1)
social media analysis
(1)
conversational ai
(1)
offensive language detection
(1)
bias detection
(1)
explainable ai
(1)
task-oriented dialogue
(1)
dialogue state tracking
(1)
continued pretraining
(1)
knowledge extraction
(1)
monte carlo tree search
(1)
generative model
(1)
pre-trained model
(1)
model fine-tuning
(1)
sentiment analysis
(1)
Papers
NILE: Internal Consistency Alignment in Large Language Models
EMNLP 2025
On the Within-class Variation Issue in Alzheimer's Disease Detection
Interspeech 2025
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching
ACL 2025
WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback
EMNLP 2025
Rethinking Machine Ethics β Can LLMs Perform Moral Reasoning through the Lens of Moral Theories?
NAACL 2024
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation
ACL 2024
SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation
EMNLP 2024
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting
EMNLP 2023
COLD: A Benchmark for Chinese Offensive Language Detection
EMNLP 2022
Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark
EMNLP 2022