Fan Lin
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(3)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Core AI
(2)
Core Methods
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Analysis
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
large language model
(3)
text generation
(1)
text summarization
(1)
llm evaluation
(1)
medical image analysis
(1)
evaluation framework
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
item discrimination
(1)
prompt generation
(1)
difficulty prediction
(1)
discriminative evaluation
(1)
self-correct mechanism
(1)
evaluation benchmark
(1)
retrieval-augmented generation
(1)
biomedical text
(1)
data synthesis
(1)
semantic retrieval
(1)
lay summary
(1)
educational assessment
(1)
Papers
Diagnosing Failures in Large Language Models’ Answers: Integrating Error Attribution into Evaluation Framework
ACL 2025
LaySummX at BioLaySumm: Retrieval-Augmented Fine-Tuning for Biomedical Lay Summarization Using Abstracts and Retrieved Full-Text Context
ACL 2025
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation
NeurIPS 2024
Prior Guided 3D Medical Image Landmark Localization
MIDL 2023