{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,18]],"date-time":"2025-10-18T00:10:40Z","timestamp":1760746240170,"version":"build-2065373602"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,9,15]],"date-time":"2025-09-15T00:00:00Z","timestamp":1757894400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,15]],"date-time":"2025-09-15T00:00:00Z","timestamp":1757894400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,9,15]]},"DOI":"10.1109\/hpec67600.2025.11196442","type":"proceedings-article","created":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T17:35:37Z","timestamp":1760636137000},"page":"1-10","source":"Crossref","is-referenced-by-count":0,"title":["LLMs in Crisis Triage: Benchmarking Zero-Shot Classification of Social Media"],"prefix":"10.1109","author":[{"given":"Emma L.","family":"McDaniel","sequence":"first","affiliation":[{"name":"MIT Lincoln Laboratory,Human Resilience Technology,MA,USA"}]},{"given":"Samuel","family":"Scheele","sequence":"additional","affiliation":[{"name":"MIT Lincoln Laboratory,Human Resilience Technology,MA,USA"}]},{"given":"Jeffrey","family":"Liu","sequence":"additional","affiliation":[{"name":"MIT Lincoln Laboratory,Human Resilience Technology,MA,USA"}]}],"member":"263","reference":[{"article-title":"Disasterresponsegpt: Large language models for accelerated plan of action development in disaster response scenarios","year":"2023","author":"Goecks","key":"ref1"},{"article-title":"Crisissensellm: Instruction fine-tuned large language model for multi-label social media text classification in disaster informatics","year":"2024","author":"Yin","key":"ref2"},{"article-title":"Floodbrain: Flood disaster reporting by web-based retrieval augmented generation with an llm","year":"2023","author":"Colverd","key":"ref3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2018.8547629"},{"key":"ref5","first-page":"923","article-title":"CrisisBench: Benchmarking crisis-related social media datasets for humanitarian information processing","volume-title":"Proceedings of the International AAAI Conference on Web and Social Media","volume":"15","author":"Alam"},{"article-title":"Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages","volume-title":"Proc. of the LREC, 2016","author":"Imran","key":"ref6"},{"key":"ref7","first-page":"1638","article-title":"Twitter as a life-line: Humanannotated twitter corpora for nlp of crisis-related messages","volume-title":"10th Language Resources and Evaluation Conference (LREC)","author":"Imran"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v12i1.14983"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2675133.2675242"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v8i1.14538"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2487788.2488109"},{"article-title":"Extracting information nuggets from disaster-related messages in social media","volume-title":"Proc. of the 12th ISCRAM","author":"Imran","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IHTC61819.2024.10855037"},{"article-title":"Gpt-4 technical report","year":"2023","author":"Achiam","key":"ref14"},{"article-title":"Gemini: A family of highly capable multimodal models","year":"2023","author":"Anil","key":"ref15"},{"article-title":"Mistral 7b","year":"2023","author":"Jiang","key":"ref16"},{"article-title":"The llama 3 herd of models","year":"2024","author":"Grattafiori","key":"ref17"},{"article-title":"Mixtral of experts","year":"2024","author":"Jiang","key":"ref18"},{"volume-title":"The claude 3 model family: Opus, sonnet, haiku","year":"2024","key":"ref19"},{"article-title":"Gemma 2: Improving open language models at a practical size","year":"2024","author":"Riviere","key":"ref20"},{"article-title":"Phi-4 technical report","year":"2024","author":"Abdin","key":"ref21"},{"article-title":"Computational methods to support situational awareness in disaster preparedness and response","year":"2024","author":"McDaniel","key":"ref22"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.111916"}],"event":{"name":"2025 IEEE High Performance Extreme Computing Conference (HPEC)","start":{"date-parts":[[2025,9,15]]},"location":"Wakefield, MA, USA","end":{"date-parts":[[2025,9,19]]}},"container-title":["2025 IEEE High Performance Extreme Computing Conference (HPEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11196085\/11196088\/11196442.pdf?arnumber=11196442","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T04:46:59Z","timestamp":1760676419000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11196442\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,15]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/hpec67600.2025.11196442","relation":{},"subject":[],"published":{"date-parts":[[2025,9,15]]}}}