Andrzej Gretkowski

2 papers · 2020–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ACL (1) EMNLP (1)

Top co-authors

Dawid Jurkiewicz (2) Łukasz Borchmann (2) Izabela Kosmala (1) Karolina Szyndler (1) Michał Pietruszka (1) Piotr Halama (1) Artur Zawłocki (1) Wojciech Jaśkowski (1) Paweł Liskowski (1) Łukasz Duhr (1)

Research topics

Deep Learning (2) Machine Learning (2) Natural Language Processing (2) Applications (2) Learning Types (2) Models (2) Resources & Methods (2) Artificial Intelligence (1) Computer Vision (1) Domain-Specific (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

few-shot learning (1) question answering (1) document understanding (1) efficient computing (1) language model (1) retrieval-augmented generation (1) semantic retrieval (1) legal text (1) optical character recognition (1) large language model (1) unsupervised fine-tuning (1) pdf processing (1) enterprise application (1) contract discovery (1) clause extraction (1)

Papers

Arctic-TILT. Business Document Understanding at Sub-Billion Scale ACL 2025 Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines EMNLP 2020