Qingyu Chen
13 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (33) 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver
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Mega-Team · Squad
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Renaissance Researcher
(5)
💎
Century Club · Bronze
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Keyword Collector
(64)
Venues
Top co-authors
Research topics
Natural Language Processing
(10)
Artificial Intelligence
(8)
Core AI
(7)
Healthcare & Medicine
(5)
Machine Learning
(5)
Resources & Methods
(5)
Deep Learning
(4)
Applications
(4)
Clinical
(4)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Generation
(2)
Models
(2)
Understanding
(2)
Keywords
large language model
(4)
multi-task learning
(2)
named entity recognition
(2)
knowledge graph
(2)
benchmark evaluation
(2)
low-resource language
(2)
question answering
(2)
medical reasoning
(2)
relation extraction
(1)
medical nlp
(1)
multilingual nlp
(1)
instruction tuning
(1)
text generation
(1)
vision-language model
(1)
medical imaging
(1)
cross-task generalization
(1)
retrieval-augmented generation
(1)
human preference alignment
(1)
reasoning verification
(1)
hallucination mitigation
(1)
Papers
Benchmarking Direct Preference Optimization for Medical Large Vision–Language Models
EACL 2026
Dialogue is Better Than Monologue: Instructing Meidcal LLMs via Strategic Conversations
EACL 2026
MED-COREASONER: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning
ACL 2026
GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking
ACL 2025
LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models
NAACL 2025
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards
EMNLP 2025
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
EMNLP 2025
KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques
ACL 2024
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations
NeurIPS 2024
MedINST: Meta Dataset of Biomedical Instructions
EMNLP 2024
Yale at “Discharge Me!”: Evaluating Constrained Generation of Discharge Summaries with Unstructured and Structured Information
ACL 2024
An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining
ACL 2020
Automatic recognition of abdominal lymph nodes from clinical text
EMNLP 2020