Łukasz Garncarek
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Applications
(2)
Generation
(2)
Models
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types
(1)
Keywords
efficient computing
(2)
generative modeling
(1)
density estimation
(1)
attention mechanism
(1)
relation extraction
(1)
question answering
(1)
transformer efficiency
(1)
text generation
(1)
document understanding
(1)
text summarization
(1)
generative model
(1)
inference optimization
(1)
retrieval-augmented generation
(1)
sparse attention
(1)
local intrinsic dimension
(1)
entity extraction
(1)
parametric estimation
(1)
encoder-decoder model
(1)
long document
(1)
table generation
(1)
Papers
Arctic-TILT. Business Document Understanding at Sub-Billion Scale
ACL 2025
A Wiener Process Perspective on Local Intrinsic Dimension Estimation Methods
AAAI 2025
STable: Table Generation Framework for Encoder-Decoder Models
EACL 2024
Sparsifying Transformer Models with Trainable Representation Pooling
ACL 2022