Huangyu Dai
4 papers · 2024–2025 · 1 venue · across top CS/AI venues
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Natural Language Processing
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Applications
(2)
Learning Types · Deep Learning
(2)
Application Areas
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Generation
(1)
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(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
large language model
(3)
multi-task learning
(1)
preference learning
(1)
neural machine translation
(1)
information retrieval
(1)
instruction following
(1)
information entropy
(1)
information gain
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
universal learning
(1)
mixture of expert
(1)
hallucination mitigation
(1)
prompt optimization
(1)
retrieval-augmented generation
(1)
implicit reasoning
(1)
answer generation
(1)
token generation
(1)
token-level learning
(1)
domain-specific learning
(1)
Papers
InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering
EMNLP 2025
Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine Translation
EMNLP 2024
MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning
EMNLP 2024
Self-Renewal Prompt Optimizing with Implicit Reasoning
EMNLP 2024