Łukasz Borchmann
10 papers · 2020–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (27) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
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The Questioner
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Unstoppable · Bronze
💎
Century Club · Bronze
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large language model
(3)
efficient computing
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document understanding
(2)
information extraction
(2)
benchmark evaluation
(2)
sequence labeling
(1)
question answering
(1)
domain adaptation
(1)
relation extraction
(1)
attention mechanism
(1)
few-shot learning
(1)
gradient-based optimization
(1)
transformer efficiency
(1)
text generation
(1)
text summarization
(1)
text classification
(1)
evaluation methodology
(1)
machine reading comprehension
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multi-task learning
(1)
transformer architecture
(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
SemEval 2020
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines
EMNLP 2020
From Dataset Recycling to Multi-Property Extraction and Beyond
CoNLL 2020