Zonghai Yao
29 papers · 2020–2026 · 6 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (67) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Diamond 🐣 Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(26)
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Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
(3)
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Century Club · Bronze
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Renaissance Researcher
(6)
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Keyword Collector
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Research topics
Natural Language Processing
(23)
Artificial Intelligence
(21)
Core AI
(20)
Machine Learning
(17)
Applications
(12)
Generation
(12)
Learning Types · Machine Learning
(10)
Healthcare & Medicine
(9)
Clinical
(8)
Deep Learning
(7)
Learning Types · Deep Learning
(7)
Application Areas
(6)
Resources & Methods
(5)
Architectures
(3)
Optimization & Theory
(3)
Keywords
large language model
(13)
multi-agent system
(5)
prompt engineering
(4)
retrieval-augmented generation
(3)
electronic health record
(3)
text generation
(3)
patient education
(3)
medical jargon
(2)
conformal prediction
(2)
direct preference optimization
(2)
few-shot learning
(2)
dialogue system
(2)
synthetic data generation
(2)
conversational ai
(2)
zero-shot learning
(2)
medical nlp
(2)
text summarization
(2)
medical question answering
(2)
entity linking
(1)
social media analysis
(1)
Papers
ChatCLIDS: Simulating Persuasive AI Dialogues to Promote Closed-Loop Insulin Adoption in Type 1 Diabetes Care
AAAI 2026
Knowing When to Abstain: Medical LLMs Under Clinical Uncertainty
EACL 2026
LLM-Based Multi-Agent Systems for Clinical Workflows: A Survey of AI Hospitals
ACL 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
Chatbot To Help Patients Understand Their Health
EMNLP 2025
DischargeSim: A Simulation Benchmark for Educational Doctor–Patient Communication at Discharge
EMNLP 2025
Do Large Language Models Know When Not to Answer in Medical QA?
EMNLP 2025
From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations
EMNLP 2025
MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback
NAACL 2025
MedCOD: Enhancing English-to-Spanish Medical Translation of Large Language Models Using Enriched Chain-of-Dictionary Framework
EMNLP 2025
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models
ACL 2025
ReadCtrl: Personalizing text generation with readability-controlled instruction learning
NAACL 2025
Blocks Architecture (BloArk): Efficient, Cost-Effective, and Incremental Dataset Architecture for Wikipedia Revision History
EMNLP 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
LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data
COLING 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
SYNFAC-EDIT: Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization
EMNLP 2024
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis
NAACL 2024
Improving Summarization with Human Edits
EMNLP 2023
Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt
AAAI 2023
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond
ACL 2023
UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations?
ACL 2023
MedJEx: A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model Score
EMNLP 2022
Improving Formality Style Transfer with Context-Aware Rule Injection
ACL 2021
The impact of preprint servers in the formation of novel ideas
EMNLP 2020
Zero-shot Entity Linking with Efficient Long Range Sequence Modeling
EMNLP 2020