Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor 2026-11 Association for Computational Linguistics Hengqin, China text conference publication 979-8-89176-450-7 lt4cpr-2026-1 https://aclanthology.org/2026.lt4cpr-1.0/ Towards a Benchmark for Fire Safety Code Interpretation in the Hong Kong AEC Industry Le Qiu author Zhuan Anne Zhang author Hok Ming Adeline Chan author Emmanuele Chersoni author 2026-11 text Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-450-7 qiu-etal-2026-towards https://aclanthology.org/2026.lt4cpr-1.1/ 2026-11 1 19 CrisiLangs: A Multilingual Resource for Crisis Warning Generation Giacomo Gonella author Stefano Menini author Marco Guerini author 2026-11 text Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-450-7 gonella-etal-2026-crisilangs https://aclanthology.org/2026.lt4cpr-1.3/ 2026-11 20 31 SIREN: Situation-aware Index for Response and Emergency ActioNability in Crisis Translation Maria Carmen Staiano author Lifeng Han author Johanna Monti author Francesca Chiusaroli author 2026-11 text Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-450-7 staiano-etal-2026-siren https://aclanthology.org/2026.lt4cpr-1.4/ 2026-11 32 45 Communicating with the Entire Population: Machine Translation of Emergency Alerts and Warnings Jen Wilson author Vipasha Bansal author William D Lewis author 2026-11 text Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-450-7 wilson-etal-2026-communicating https://aclanthology.org/2026.lt4cpr-1.6/ 2026-11 46 64 Looking Complete Is Not Being Grounded: Evaluating LLM Sitreps Against Human-Authored Situation Reports Sachin Kumar author 2026-11 text Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-450-7 kumar-2026-looking https://aclanthology.org/2026.lt4cpr-1.7/ 2026-11 65 77 Is Machine Translation Ready for the Next Crisis or Pandemic? Vipasha Bansal author William D Lewis author Nicole Mihaylova author Elizabeth Brown author Benjamin Pong author 2026-11 text Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-450-7 bansal-etal-2026-machine https://aclanthology.org/2026.lt4cpr-1.8/ 2026-11 78 114 Cross-Modal Inconsistency in Multimodal LLMs during Crisis Communication Anuridhi Gupta author Hemant Purohit author 2026-11 text Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-450-7 gupta-purohit-2026-cross https://aclanthology.org/2026.lt4cpr-1.9/ 2026-11 115 125 Critical evaluation of Knowledge Graph-powered Question Answering Systems to Enable Responsible AI for Disaster Management Gayatri Ramchandra Vaidya author Yasas Senarath author Hemant Purohit author 2026-11 text Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-450-7 vaidya-etal-2026-critical https://aclanthology.org/2026.lt4cpr-1.10/ 2026-11 126 133 Storylines, Not Snapshots: Error-Driven Prompting for Crisis Situation Reports at LT4CPR 2026 Youcef Daoud author 2026-11 text Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-450-7 daoud-2026-storylines https://aclanthology.org/2026.lt4cpr-1.12/ 2026-11 134 140 Structured Drafting and Evidence-Grounded Refinement for the LT4CPR 2026 Shared Task Wataru Sakata author Wataru Hirota author 2026-11 text Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-450-7 sakata-hirota-2026-structured https://aclanthology.org/2026.lt4cpr-1.13/ 2026-11 141 155 Extractive Corroboration Pipeline for Crisis Situation Report Generation from Social Media Sreeja Guha Majumdar author 2026-11 text Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-450-7 guha-majumdar-2026-extractive https://aclanthology.org/2026.lt4cpr-1.14/ 2026-11 156 165 Amrood at LT4CPR 2026: A Unified Generate-and-Judge LLM Pipeline for Automatic Situation Report Generation Muhammad Ahsan Atiq author Mohib Ahmad Butt author Nusrat Shaheen author 2026-11 text Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-450-7 atiq-etal-2026-amrood https://aclanthology.org/2026.lt4cpr-1.15/ 2026-11 166 176 R01G-SR: Provenance-Preserving Selection over Complementary Evidence Views for Crisis Situation Report Generation Yuqiu Gao author Yuanhe Tian author Xiaofei Chen author Zhentao Yang author Yan Song author 2026-11 text Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-450-7 gao-etal-2026-r01g https://aclanthology.org/2026.lt4cpr-1.16/ 2026-11 177 187 Frozen-Response Recovery for Evidence-Linked Crisis Situation Reports Quan Zheng author Ming Wang author Yuanhe Tian author Yan Song author 2026-11 text Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-450-7 zheng-etal-2026-frozen https://aclanthology.org/2026.lt4cpr-1.17/ 2026-11 188 202 Overview of the LT4CPR 2026 Shared Task: Generating Situation Reports from Social Media Messages Fei Xia author Haotian Zhu author Yun Woo Lee author Eitan Grenev author Allison K Burton author Yingzhe Fan author William D Lewis author Antonios Anastasopoulos author Belu Ticona author 2026-11 text Proceedings of the First Workshop on Language Technologies for Crisis Preparedness and Response Belu Ticona editor Fei Xia editor William D Lewis editor Antonios Anastasopoulos editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-450-7 xia-etal-2026-overview https://aclanthology.org/2026.lt4cpr-1.18/ 2026-11 203 213