Tengyu Pan
6 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Prolific Year · Productive
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Research topics
Machine Learning
(6)
Deep Learning
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Natural Language Processing
(5)
Artificial Intelligence
(4)
Core AI
(4)
Applications
(3)
Core Methods
(3)
Optimization & Theory · Deep Learning
(3)
Resources & Methods
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Application Areas
(2)
Architectures
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Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Healthcare & Medicine
(1)
Keywords
language model
(2)
large language model
(2)
relation classification
(2)
named entity recognition
(2)
relation extraction
(1)
vocabulary compression
(1)
contrastive learning
(1)
low-resource learning
(1)
natural language processing
(1)
efficient computing
(1)
margin maximization
(1)
maximum flow
(1)
semantic representation
(1)
training efficiency
(1)
expert selection
(1)
information retrieval
(1)
mixture of expert
(1)
sparse activation
(1)
context length
(1)
sequence labeling
(1)
Papers
COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction
AAAI 2025
FocusLLM: Precise Understanding of Long Context by Dynamic Condensing
ACL 2025
FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling
ACL 2025
Maximum Score Routing For Mixture-of-Experts
ACL 2025
Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings
ACL 2025
Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints
EMNLP 2024