Zhichao Yang
22 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
(14)
Natural Language Processing
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Machine Learning
(13)
Core AI
(11)
Deep Learning
(9)
Applications
(9)
Core Methods
(6)
Learning Types Β· Deep Learning
(6)
Learning Types Β· Machine Learning
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Generation
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Learning Paradigms
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Resources & Methods
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Computer Vision
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Healthcare & Medicine
(3)
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Keywords
large language model
(5)
prompt engineering
(4)
few-shot learning
(4)
multi-agent system
(3)
synthetic data generation
(3)
multi-label classification
(2)
pairwise ranking
(2)
unsupervised learning
(2)
retrieval-augmented generation
(2)
image quality assessment
(2)
medical nlp
(2)
electronic health record
(2)
graph neural network
(2)
text generation
(2)
named entity recognition
(1)
text classification
(1)
dialogue generation
(1)
chain-of-thought reasoning
(1)
bayesian inference
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reinforcement learning
(1)
Papers
Fine-grained Image Aesthetic Assessment: Learning Discriminative Scores from Relative Ranks
CVPR 2026
Fine-grained Image Quality Assessment for Perceptual Image Restoration
AAAI 2026
LongT2IBench: A Benchmark for Evaluating Long Text-to-Image Generation with Graph-structured Annotations
AAAI 2026
MedQA-CS: Objective Structured Clinical Examination (OSCE)-Style Benchmark for Evaluating LLM Clinical Skills
EACL 2026
PRIME: Planning and Retrieval-Integrated Memory for Enhanced Reasoning
AAAI 2026
TuningIQA: Fine-Grained Blind Image Quality Assessment for Livestreaming Camera Tuning
AAAI 2026
MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback
NAACL 2025
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models
ACL 2025
Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text
EMNLP 2025
ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes
NAACL 2024
Do Clinicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation
ACL 2024
Large Language Models are In-context Teachers for Knowledge Reasoning
EMNLP 2024
NoteChat: A Dataset of Synthetic Patient-Physician Conversations Conditioned on Clinical Notes
ACL 2024
README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP
EMNLP 2024
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis
NAACL 2024
Interpretable Math Word Problem Solution Generation via Step-by-step Planning
ACL 2023
Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt
AAAI 2023
UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations?
ACL 2023
Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information
ACL 2023
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding
EMNLP 2022
Generating Accurate Electronic Health Assessment from Medical Graph
EMNLP 2020
Generating Classical Chinese Poems from Vernacular Chinese
EMNLP 2019