Wei-Lin Chen
9 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Natural Language Processing
(8)
Machine Learning
(7)
Generation
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types · Machine Learning
(5)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Resources & Methods
(3)
Application Areas
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Applications
(1)
Clinical
(1)
Social
(1)
Keywords
large language model
(4)
in-context learning
(2)
language model
(2)
zero-shot learning
(2)
natural language inference
(1)
natural language generation
(1)
model evaluation
(1)
dialogue generation
(1)
text generation
(1)
preference optimization
(1)
explanation generation
(1)
synthetic data generation
(1)
reinforcement learning from human feedback
(1)
retrieval-augmented generation
(1)
hallucination detection
(1)
pretraining corpus
(1)
speculative decoding
(1)
data contamination
(1)
key-value cache
(1)
autoregressive decoding
(1)
Papers
Aligning Large Language Models via Fully Self-Synthetic Data
ACL 2026
AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism
ICML 2025
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
ICLR 2025
Data Contamination Report from the 2024 CONDA Shared Task
ACL 2024
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization
EMNLP 2024
Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation
EMNLP 2023
Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations
EMNLP 2023
ZARA: Improving Few-Shot Self-Rationalization for Small Language Models
EMNLP 2023
Learning to Generate Explanation from e-Hospital Services for Medical Suggestion
COLING 2022