Tong Ruan
19 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (31) 🤝 Dynamic Duo (12) 💎 Century Club · Bronze
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Research topics
Natural Language Processing
(15)
Artificial Intelligence
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Core AI
(14)
Applications · Natural Language Processing
(13)
Healthcare & Medicine
(6)
Clinical
(6)
Resources & Methods
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Machine Learning
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Computer Science
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Keywords
large language model
(11)
information extraction
(4)
electronic medical record
(3)
medical quality control
(2)
benchmark evaluation
(2)
chain-of-thought reasoning
(2)
question answering
(2)
retrieval-augmented generation
(2)
instruction tuning
(2)
relation extraction
(1)
text generation
(1)
named entity recognition
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semantic parsing
(1)
information retrieval
(1)
fact verification
(1)
dialogue generation
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visual question answering
(1)
evaluation methodology
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temporal information
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code generation
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Papers
AIDA-SEAT: Towards Reliable AI Doctor Assistant via State-Evaluation-Action Tree Enhanced LLMs in Online Hospital
ACL 2026
From Selection to Refinement: Iterative Optimization for Instruction Data
ACL 2026
LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation
EACL 2026
TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking
AAAI 2026
An LLM-based Framework for Biomedical Terminology Normalization in Social Media via Multi-Agent Collaboration
COLING 2025
Can Multimodal Large Language Models Understand Spatial Relations?
ACL 2025
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation
ACL 2025
EMRs2CSP : Mining Clinical Status Pathway from Electronic Medical Records
ACL 2025
IMQC: A Large Language Model Platform for Medical Quality Control
AAAI 2025
LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review
ACL 2025
MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval
NAACL 2025
MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens
NAACL 2025
MinosEval: Distinguishing Factoid and Non-Factoid for Tailored Open-Ended QA Evaluation with LLMs
ACL 2025
PToco: Prefix-based Token-level Collaboration Enhances Reasoning for Multi-LLMs
COLING 2025
Text-to-ES Bench: A Comprehensive Benchmark for Converting Natural Language to Elasticsearch Query
ACL 2025
Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges
ACL 2024
RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction
ACL 2024
Unexpected Phenomenon: LLMs’ Spurious Associations in Information Extraction
ACL 2024
DoTAT: A Domain-oriented Text Annotation Tool
ACL 2022