Łukasz Borchmann
12 papers · 2020–2026 · 8 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🏃 Academic Marathon (5) 🌍 Conference Polyglot (8) 🌈 Renaissance Researcher (5)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(31)
🧭
Keyword Pioneer
📈
Trend Setter
🗃️
Keyword Collector
(69)
💎
Century Club
(11)
❓
The Questioner
⚡
Prolific Year
(5)
🔥
Unstoppable
(6)
Conferences
ACL (3)
EACL (2)
EMNLP (2)
AAAI (1)
COLING (1)
CONLL (1)
ICCV (1)
SEMEVAL (1)
Top co-authors
Keywords
information extraction
(3)
large language model
(3)
efficient computing
(2)
document understanding
(2)
benchmark evaluation
(2)
transformer architecture
(2)
machine reading comprehension
(2)
multi-property extraction
(2)
span identification
(2)
domain adaptation
(1)
relation extraction
(1)
few-shot learning
(1)
question answering
(1)
transformer efficiency
(1)
attention mechanism
(1)
gradient-based optimization
(1)
multi-task learning
(1)
text representation
(1)
evaluation methodology
(1)
text summarization
(1)
Papers
Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists
EACL 2026
ARC ‘Challenge’ Is Not That Challenging
ACL 2025
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
ApplicaAI at SemEval-2020 Task 11: On RoBERTa-CRF, Span CLS and Whether Self-Training Helps Them
COLING 2020
ApplicaAI at SemEval-2020 Task 11: On RoBERTa-CRF, Span CLS and Whether Self-Training Helps Them
SEMEVAL 2020
From Dataset Recycling to Multi-Property Extraction and Beyond
EMNLP 2020
From Dataset Recycling to Multi-Property Extraction and Beyond
CONLL 2020
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines
EMNLP 2020