Zonghai Yao
30 papers · 2020–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
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Cross-Pollinator
(8)
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Conference Polyglot
(6)
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Academic Marathon
(5)
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Dynamic Duo
(22)
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Topic Evolution
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Century Club
(25)
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Prolific Year
(8)
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Keyword Collector
(133)
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The Questioner
(3)
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Unstoppable
(6)
Conferences
EMNLP (13)
ACL (7)
AAAI (3)
NAACL (3)
EACL (2)
COLING (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(13)
multi-agent system
(5)
text generation
(4)
prompt engineering
(4)
electronic health record
(3)
patient education
(3)
retrieval-augmented generation
(3)
medical question answering
(2)
direct preference optimization
(2)
formality style transfer
(2)
few-shot learning
(2)
conformal prediction
(2)
language model
(2)
rule injection
(2)
text summarization
(2)
synthetic data generation
(2)
conversational ai
(2)
zero-shot learning
(2)
medical nlp
(2)
dialogue system
(2)
Papers
ChatCLIDS: Simulating Persuasive AI Dialogues to Promote Closed-Loop Insulin Adoption in Type 1 Diabetes Care
AAAI 2026
PRIME: Planning and Retrieval-Integrated Memory for Enhanced Reasoning
AAAI 2026
MedQA-CS: Objective Structured Clinical Examination (OSCE)-Style Benchmark for Evaluating LLM Clinical Skills
EACL 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
MedCOD: Enhancing English-to-Spanish Medical Translation of Large Language Models Using Enriched Chain-of-Dictionary Framework
EMNLP 2025
Chatbot To Help Patients Understand Their Health
EMNLP 2025
MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback
NAACL 2025
ReadCtrl: Personalizing text generation with readability-controlled instruction learning
NAACL 2025
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models
ACL 2025
Do Large Language Models Know When Not to Answer in Medical QA?
EMNLP 2025
DischargeSim: A Simulation Benchmark for Educational DoctorβPatient Communication at Discharge
EMNLP 2025
From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations
EMNLP 2025
Blocks Architecture (BloArk): Efficient, Cost-Effective, and Incremental Dataset Architecture for Wikipedia Revision History
EMNLP 2024
NoteChat: A Dataset of Synthetic Patient-Physician Conversations Conditioned on Clinical Notes
ACL 2024
Do Clinicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation
ACL 2024
LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data
COLING 2024
SYNFAC-EDIT: Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization
EMNLP 2024
README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP
EMNLP 2024
Large Language Models are In-context Teachers for Knowledge Reasoning
EMNLP 2024
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis
NAACL 2024
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
Improving Summarization with Human Edits
EMNLP 2023
Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt
AAAI 2023
MedJEx: A Medical Jargon Extraction Model with Wikiβs Hyperlink Span and Contextualized Masked Language Model Score
EMNLP 2022
Improving Formality Style Transfer with Context-Aware Rule Injection
IJCNLP 2021
Improving Formality Style Transfer with Context-Aware Rule Injection
ACL 2021
Zero-shot Entity Linking with Efficient Long Range Sequence Modeling
EMNLP 2020
The impact of preprint servers in the formation of novel ideas
EMNLP 2020