George Zerveas
4 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Machine Learning
(4)
Learning Types
(3)
Natural Language Processing
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
contrastive learning
(3)
dense retrieval
(2)
information retrieval
(2)
bias mitigation
(1)
language model
(1)
parameter efficiency
(1)
dual encoder
(1)
similarity metric
(1)
contextual embedding
(1)
adapter fusion
(1)
relevance labeling
(1)
document reranking
(1)
reciprocal nearest neighbor
(1)
ranking context
(1)
wasserstein distance
(1)
retriever training
(1)
label smoothing
(1)
synthetic data generation
(1)
Papers
Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance
EMNLP 2025
Enhancing the Ranking Context of Dense Retrieval through Reciprocal Nearest Neighbors
EMNLP 2023
Parameter-efficient Modularised Bias Mitigation via AdapterFusion
EACL 2023
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking
EMNLP 2022