Lukasz Borchmann

39 papers A* 2B 2Journal 22Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AgentSLR: Automating Systematic Literature Reviews in Epidemiology with Agentic AI. CoRR Shreyansh Padarha, Ryan Othniel Kearns, Tristan Naidoo, Lingyi Yang, Lukasz Borchmann, Piotr Blaszczyk, Christian Morgenstern, Ruth McCabe, Sangeeta Bhatia, Philip Torr, Jakob N. Foerster, Scott A. Hale, Thomas Rawson, Anne Cori, Elizaveta Semenova, Adam Mahdi
2026	—	`conf`	Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists. EACL (Findings) Michal Pietruszka, Lukasz Borchmann, Aleksander Jedrosz, Pawel Morawiecki
2026	J	`jnl`	Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections. CoRR Lukasz Borchmann, Jordy Van Landeghem, Michal Turski, Shreyansh Padarha, Ryan Othniel Kearns, Adam Mahdi, Niels Rogge, Clémentine Fourrier, Siwei Han, Huaxiu Yao, Artemis Llabrés, Yiming Xu, Dimosthenis Karatzas, Hao Zhang, Anupam Datta
2025	—	`conf`	ARC 'Challenge' Is Not That Challenging. ACL (Findings) Lukasz Borchmann
2025	—	`conf`	Arctic-TILT. Business Document Understanding at Sub-Billion Scale. ACL (6) Lukasz Borchmann, Michal Pietruszka, Wojciech Jaskowski, Dawid Jurkiewicz, Piotr Halama, Pawel Józiak, Lukasz Garncarek, Pawel Liskowski, Karolina Szyndler, Andrzej Gretkowski, Julita Oltusek, Gabriela Nowakowska, Artur Zawlocki, Lukasz Duhr, Pawel Dyda, Michal Turski
2025	J	`jnl`	Arctic-Text2SQL-R1: Simple Rewards, Strong Reasoning in Text-to-SQL. CoRR Zhewei Yao, Guoheng Sun, Lukasz Borchmann, Zheyu Shen, Minghang Deng, Bohan Zhai, Hao Zhang, Ang Li, Yuxiong He
2025	J	`jnl`	Language Models Model Language. CoRR Lukasz Borchmann
2025	J	`jnl`	Query and Conquer: Execution-Guided SQL Generation. CoRR Lukasz Borchmann, Marek Wydmuch
2025	—	`conf`	Unchecked and Overlooked: Addressing the Checkbox Blind Spot in Large Language Models with CheckboxQA. ICDAR (4) Michal Turski, Mateusz Chilinski, Lukasz Borchmann
2025	J	`jnl`	Unchecked and Overlooked: Addressing the Checkbox Blind Spot in Large Language Models with CheckboxQA. CoRR Michal Turski, Mateusz Chilinski, Lukasz Borchmann
2024	J	`jnl`	Arctic-TILT. Business Document Understanding at Sub-Billion Scale. CoRR Lukasz Borchmann, Michal Pietruszka, Wojciech Jaskowski, Dawid Jurkiewicz, Piotr Halama, Pawel Józiak, Lukasz Garncarek, Pawel Liskowski, Karolina Szyndler, Andrzej Gretkowski, Julita Oltusek, Gabriela Nowakowska, Artur Zawlocki, Lukasz Duhr, Pawel Dyda, Michal Turski
2024	J	`jnl`	Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists. CoRR Michal Pietruszka, Lukasz Borchmann, Aleksander Jedrosz, Pawel Morawiecki
2024	J	`jnl`	In Case You Missed It: ARC 'Challenge' Is Not That Challenging. CoRR Lukasz Borchmann
2024	J	`jnl`	Notes on Applicability of GPT-4 to Document Understanding. CoRR Lukasz Borchmann
2024	—	`conf`	STable: Table Generation Framework for Encoder-Decoder Models. EACL (1) Michal Pietruszka, Michal Turski, Lukasz Borchmann, Tomasz Dwojak, Gabriela Nowakowska, Karolina Szyndler, Dawid Jurkiewicz, Lukasz Garncarek
2024	J	`jnl`	Tackling prediction tasks in relational databases with LLMs. CoRR Marek Wydmuch, Lukasz Borchmann, Filip Gralinski
2023	A*	`conf`	Document Understanding Dataset and Evaluation (DUDE). ICCV Jordy Van Landeghem, Rafal Powalski, Rubèn Tito, Dawid Jurkiewicz, Matthew B. Blaschko, Lukasz Borchmann, Mickaël Coustaty, Sien Moens, Michal Pietruszka, Bertrand Anckaert, Tomasz Stanislawek, Pawel Józiak, Ernest Valveny
2023	J	`jnl`	Document Understanding Dataset and Evaluation (DUDE). CoRR Jordy Van Landeghem, Rubèn Tito, Lukasz Borchmann, Michal Pietruszka, Pawel Józiak, Rafal Powalski, Dawid Jurkiewicz, Mickaël Coustaty, Bertrand Anckaert, Ernest Valveny, Matthew B. Blaschko, Sien Moens, Tomasz Stanislawek
2023	—	`conf`	ICDAR 2023 Competition on Document UnderstanDing of Everything (DUDE). ICDAR (2) Jordy Van Landeghem, Rubèn Tito, Lukasz Borchmann, Michal Pietruszka, Dawid Jurkiewicz, Rafal Powalski, Pawel Józiak, Sanket Biswas, Mickaël Coustaty, Tomasz Stanislawek
2022	J	`jnl`	STable: Table Generation Framework for Encoder-Decoder Models. CoRR Michal Pietruszka, Michal Turski, Lukasz Borchmann, Tomasz Dwojak, Gabriela Palka, Karolina Szyndler, Dawid Jurkiewicz, Lukasz Garncarek
2022	—	`conf`	Sparsifying Transformer Models with Trainable Representation Pooling. ACL (1) Michal Pietruszka, Lukasz Borchmann, Lukasz Garncarek
2021	—	`conf`	DUE: End-to-End Document Understanding Benchmark. NeurIPS Datasets and Benchmarks Lukasz Borchmann, Michal Pietruszka, Tomasz Stanislawek, Dawid Jurkiewicz, Michal Turski, Karolina Szyndler, Filip Gralinski
2021	J	`jnl`	Dynamic Boundary Time Warping for sub-sequence matching with few examples. Expert Syst. Appl. Lukasz Borchmann, Dawid Jurkiewicz, Filip Gralinski, Tomasz Górecki
2021	—	`conf`	Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer. ICDAR (2) Rafal Powalski, Lukasz Borchmann, Dawid Jurkiewicz, Tomasz Dwojak, Michal Pietruszka, Gabriela Palka
2021	J	`jnl`	Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer. CoRR Rafal Powalski, Lukasz Borchmann, Dawid Jurkiewicz, Tomasz Dwojak, Michal Pietruszka, Gabriela Palka
2021	A*	`conf`	Successive Halving Top-k Operator. AAAI Michal Pietruszka, Lukasz Borchmann, Filip Gralinski
2020	—	`conf`	ApplicaAI at SemEval-2020 Task 11: On RoBERTa-CRF, Span CLS and Whether Self-Training Helps Them. SemEval@COLING Dawid Jurkiewicz, Lukasz Borchmann, Izabela Kosmala, Filip Gralinski
2020	J	`jnl`	ApplicaAI at SemEval-2020 Task 11: On RoBERTa-CRF, Span CLS and Whether Self-Training Helps Them. CoRR Dawid Jurkiewicz, Lukasz Borchmann, Izabela Kosmala, Filip Gralinski
2020	—	`conf`	Contract Discovery: Dataset and a Few-shot Semantic Retrieval Challenge with Competitive Baselines. EMNLP (Findings) Lukasz Borchmann, Dawid Wisniewski, Andrzej Gretkowski, Izabela Kosmala, Dawid Jurkiewicz, Lukasz Szalkiewicz, Gabriela Palka, Karol Kaczmarek, Agnieszka Kaliska, Filip Gralinski
2020	J	`jnl`	Dynamic Boundary Time Warping for Sub-sequence Matching with Few Examples. CoRR Lukasz Borchmann, Dawid Jurkiewicz, Filip Gralinski, Tomasz Górecki
2020	B	`conf`	From Dataset Recycling to Multi-Property Extraction and Beyond. CoNLL Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Jakub Chledowski, Filip Gralinski
2020	J	`jnl`	From Dataset Recycling to Multi-Property Extraction and Beyond. CoRR Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Jakub Chledowski, Filip Gralinski
2020	J	`jnl`	On the Multi-Property Extraction and Beyond. CoRR Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Filip Gralinski, Jakub Chledowski
2020	J	`jnl`	Sparsifying Transformer Models with Differentiable Representation Pooling. CoRR Michal Pietruszka, Lukasz Borchmann, Filip Gralinski
2020	J	`jnl`	Successive Halving Top-k Operator. CoRR Michal Pietruszka, Lukasz Borchmann, Filip Gralinski
2019	J	`jnl`	Searching for Legal Clauses by Analogy. Few-shot Semantic Retrieval Shared Task. CoRR Lukasz Borchmann, Dawid Wisniewski, Andrzej Gretkowski, Izabela Kosmala, Dawid Jurkiewicz, Lukasz Szalkiewicz, Gabriela Palka, Karol Kaczmarek, Agnieszka Kaliska, Filip Gralinski
2017	—	`conf`	The RetroC challenge: how to guess the publication year of a text? DATeCH Filip Gralinski, Rafal Jaworski, Lukasz Borchmann, Piotr Wierzchon
2016	B	`conf`	"He Said She Said" ― a Male/Female Corpus of Polish. LREC Filip Gralinski, Lukasz Borchmann, Piotr Wierzchon
2016	—	`conf`	Vive la Petite Différence! - Exploiting Small Differences for Gender Attribution of Short Texts. TSD Filip Gralinski, Rafal Jaworski, Lukasz Borchmann, Piotr Wierzchon