Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor 2026-05 ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) text conference publication resourceful-2026-4 https://aclanthology.org/2026.resourceful-4.0/ Lost in Translation: Repurposing semantic similarity benchmarks for evaluating lexical-semantic consistency in LLM-based machine translation Quin Ye author Jelke Bloem author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication ye-bloem-2026-lost 10.63317/3n3847mvjzk2 https://aclanthology.org/2026.resourceful-4.1/ 2026-05 1 12 Bridging the Low Resource Gap in Historical Cryptology: A Multilingual Diachronic Synthetic Dataset for Reproducible Cryptanalysis Micaella Bruton author Meriem Beloucif author Beáta Megyesi author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication bruton-etal-2026-bridging 10.63317/2twwf4kj3cgk https://aclanthology.org/2026.resourceful-4.2/ 2026-05 13 24 Cultural Grounding in Swedish: Extending an Everyday Knowledge Benchmark for LLMs Meriem Beloucif author Johan Sjons author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication beloucif-sjons-2026-cultural 10.63317/5mct9t9w6mu2 https://aclanthology.org/2026.resourceful-4.3/ 2026-05 25 31 Entity Linking for Faroese Using Large Language Models with Web Search Annika Simonsen author Iben Nyholm Debess author Hafsteinn Einarsson author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication simonsen-etal-2026-entity 10.63317/2myt23gboqw3 https://aclanthology.org/2026.resourceful-4.4/ 2026-05 32 43 From Polyester Girlfriends to Blind Mice: Creating the First Pragmatics Understanding Benchmarks for Slovene Mojca Brglez author Spela Vintar author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication brglez-vintar-2026-polyester 10.63317/4bpncy453r9k https://aclanthology.org/2026.resourceful-4.5/ 2026-05 44 54 SdQuAD: A Large Benchmark Question Answering Dataset for Low-resource Sindhi Language Wazir Ali author Muhammad Rafay Shaikh author Nadia Ali author Amar Rehman author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication ali-etal-2026-sdquad 10.63317/3dhhfxeoztgo https://aclanthology.org/2026.resourceful-4.6/ 2026-05 55 61 LLMs as Assistants for Data Annotation: Addressing Disagreement and Supporting Expert Processes Mark Andrade author Bláithín Heffernan author Abigail Walsh author Sheila Castilho author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication andrade-etal-2026-llms 10.63317/4gq9fnt5umo3 https://aclanthology.org/2026.resourceful-4.7/ 2026-05 62 72 Annotation Quality in Aspect-Based Sentiment Analysis: A Case Study Comparing Experts, Students, Crowdworkers, and Large Language Models Niklas Donhauser author Jakob Fehle author Nils Constantin Hellwig author Markus Weinberger author Udo Kruschwitz author Christian Wolff author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication donhauser-etal-2026-annotation 10.63317/39nwcnfj8ypb https://aclanthology.org/2026.resourceful-4.8/ 2026-05 73 88 Cross-Lingual Mathematical Reasoning in LLMs: Evaluating Performance on Icelandic vs. English Problems Hafsteinn Einarsson author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication einarsson-2026-cross 10.63317/5gybkk5wzk6g https://aclanthology.org/2026.resourceful-4.9/ 2026-05 89 95 Struct2Unstruct: Creating Tender NER Datasets from Structured Procurement Records using Large Language Models Asim Abbas author Mark Lee author Niloofer Shanavas author Venelin Kovatchev author Mubashir Ali author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication abbas-etal-2026-struct2unstruct 10.63317/3mtwxjwhaqus https://aclanthology.org/2026.resourceful-4.10/ 2026-05 96 106 Link Prediction for Event Logs in the Process Industry Anastasia Zhukova author Thomas Walton author Christian E Lobmüller author Bela Gipp author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication zhukova-etal-2026-link 10.63317/5jkczh48a2o9 https://aclanthology.org/2026.resourceful-4.11/ 2026-05 107 118 MultiZebraLogic: A Multilingual Logical Reasoning Benchmark Sofie Bruun author Dan Saattrup Smart author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication bruun-smart-2026-multizebralogic 10.63317/47jt2j8274nd https://aclanthology.org/2026.resourceful-4.12/ 2026-05 119 130 Progressing beyond Art Masterpieces or Touristic Clichés: how to assess your LLMs for cultural alignment? António Branco author João Ricardo Silva author Nuno Marques author Luis M S Gomes author Ricardo Campos author Raquel Sequeira author Sara Nerea author Rodrigo Silva author Miguel Marques author Rodrigo Duarte author Artur Putyato author Diogo Folques author Tiago Valente author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication branco-etal-2026-progressing 10.63317/37qvfzetoj3r https://aclanthology.org/2026.resourceful-4.13/ 2026-05 131 141 Evaluating Large Language Model-based Natural Language Generation for Modular Dialog systems Vincent Emmerling author Christoph Kowalski author Amelie Sophie Robrecht-Hilbig author Stefan Kopp author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication emmerling-etal-2026-evaluating 10.63317/54wtdkxi95oe https://aclanthology.org/2026.resourceful-4.14/ 2026-05 142 160 JobResQA: Semi-Automatic Multilingual Benchmark Creation for LLM Machine Reading Comprehension on Résumés and Job Descriptions Casimiro Pio Carrino author Paula Estrella author Rabih Zbib author Carlos Escolano author Jose A R Fonollosa author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication carrino-etal-2026-jobresqa 10.63317/4pzwmqxt46xp https://aclanthology.org/2026.resourceful-4.15/ 2026-05 161 176 Beyond English and Evasion: A Human-Annotated Multi-Domain Benchmark for High-Stakes LLM Safety Evaluation in Chinese Wajdi Zaghouani author Kholoud Khalil Aldous author Yicheng Gao author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication zaghouani-etal-2026-beyond 10.63317/37ko7p43tuys https://aclanthology.org/2026.resourceful-4.16/ 2026-05 177 186 A multilingual hallucination benchmark Freja Thoresen author Dan Saattrup Smart author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication thoresen-smart-2026-multilingual 10.63317/3g94ek9qx85o https://aclanthology.org/2026.resourceful-4.17/ 2026-05 187 192 Exploring the similarities and differences between VLM-driven and traditional OCR for Historical Swedish Data Martin Johansson author Selma Waginder author Dana Dannélls author 2026-05 text Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026) Felix Morger editor Nikolai Ilinykh editor Barbara Scalvini editor Simon Dobnik editor Dana Dannélls editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication johansson-etal-2026-exploring 10.63317/4zr3kytoswtq https://aclanthology.org/2026.resourceful-4.18/ 2026-05 193 199