Michał Pietruszka
8 papers · 2020–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (6) 🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5)
🐝
Cross-Pollinator
(13)
🌍
Conference Polyglot
(6)
🌈
Renaissance Researcher
(5)
🧬
Topic Evolution
❓
The Questioner
🔥
Unstoppable
(6)
📈
Trend Setter
Conferences
ACL (2)
EACL (2)
AAAI (1)
CONLL (1)
EMNLP (1)
ICCV (1)
Top co-authors
Keywords
information extraction
(3)
large language model
(2)
multi-property extraction
(2)
machine reading comprehension
(2)
efficient computing
(2)
document understanding
(2)
transformer architecture
(2)
attention mechanism
(1)
gradient-based optimization
(1)
benchmark evaluation
(1)
text generation
(1)
transformer efficiency
(1)
text summarization
(1)
text representation
(1)
question answering
(1)
domain adaptation
(1)
inference optimization
(1)
differentiable programming
(1)
feature engineering
(1)
relation extraction
(1)
Papers
Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists
EACL 2026
Arctic-TILT. Business Document Understanding at Sub-Billion Scale
ACL 2025
STable: Table Generation Framework for Encoder-Decoder Models
EACL 2024
Document Understanding Dataset and Evaluation (DUDE)
ICCV 2023
Sparsifying Transformer Models with Trainable Representation Pooling
ACL 2022
Successive Halving Top-k Operator
AAAI 2021
From Dataset Recycling to Multi-Property Extraction and Beyond
CONLL 2020
From Dataset Recycling to Multi-Property Extraction and Beyond
EMNLP 2020