Junda Wang
8 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(22)
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The Questioner
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Research topics
Keywords
large language model
(5)
retrieval-augmented generation
(3)
synthetic data generation
(2)
multi-agent system
(2)
monte carlo tree search
(1)
large multimodal model
(1)
dialogue generation
(1)
persuasive dialogue
(1)
medical nlp
(1)
chain-of-thought prompting
(1)
clinical note
(1)
medical diagnosis
(1)
commonsense reasoning
(1)
medical calculation
(1)
dialogue system
(1)
preference-based learning
(1)
clinical decision-making
(1)
error analysis
(1)
knowledge-intensive task
(1)
supervised fine-tuning
(1)
Papers
ChatCLIDS: Simulating Persuasive AI Dialogues to Promote Closed-Loop Insulin Adoption in Type 1 Diabetes Care
AAAI 2026
MedQA-CS: Objective Structured Clinical Examination (OSCE)-Style Benchmark for Evaluating LLM Clinical Skills
EACL 2026
From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations
EMNLP 2025
LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models
EMNLP 2025
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models
ACL 2025
NoteChat: A Dataset of Synthetic Patient-Physician Conversations Conditioned on Clinical Notes
ACL 2024
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis
NAACL 2024
UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations?
ACL 2023