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CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics

16 June 2024

Papers citing "CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics"

33 / 33 papers shown

Title
Disaster Management in the Era of Agentic AI Systems: A Vision for Collective Human-Machine Intelligence for Augmented Resilience Bo Li Junwei Ma Kai Yin Yiming Xiao Chia-Wei Hsu Ali Mostafavi 140 1 0 16 Oct 2025
DMRetriever: A Family of Models for Improved Text Retrieval in Disaster Management Kai Yin Xiangjue Dong Chengkai Liu Allen Lin Lingfeng Shi Ali Mostafavi James Caverlee VLM 104 0 0 16 Oct 2025
Learning to vary: Teaching LMs to reproduce human linguistic variability in next-word prediction Tobias Groot Salo Lacunes Evgenia Ilia 142 0 0 22 Sep 2025
From Detection to Mitigation: Addressing Gender Bias in Chinese Texts via Efficient Tuning and Voting-Based Rebalancing Chengyan Wu Y. Cai Yufei Cheng Yun Xue 100 0 0 09 Sep 2025
A Dynamic Fusion Model for Consistent Crisis Response Xiaoying Song Anirban Saha Anik Eduardo Blanco Vanessa Frias-Martinez Lingzi Hong HILM 220 1 0 01 Sep 2025
How and Where to Translate? The Impact of Translation Strategies in Cross-lingual LLM Prompting Aman Gupta Yingying Zhuang Zhou Yu Ziji Zhang Anurag Beniwal 94 0 0 21 Jul 2025
A Multimodal, Multilingual, and Multidimensional Pipeline for Fine-grained Crowdsourcing Earthquake Damage Evaluation Zihui Ma Jinkui Chi Juan Li Qingfeng Lan Jingxiao Liu Qingyuan Feng Yuki Miura 118 0 0 03 Jun 2025
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management Kai Yin Xiangjue Dong Chengkai Liu Lipai Huang Yiming Xiao Zhewei Liu Ali Mostafavi James Caverlee 272 2 0 20 May 2025
ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Deeksha Varshney Keane Ong Rui Mao Xiaoshi Zhong G. Mengaldo 170 1 0 27 Apr 2025
OnRL-RAG: Real-Time Personalized Mental Health Dialogue System Ahsan Bilal Beiyu Lin OffRL RALM AI4MH 334 1 0 02 Apr 2025
A Survey of Scaling in Large Language Model Reasoning Zihan Chen Song Wang Zhen Tan Xingbo Fu Zhenyu Lei Peng Wang Huan Liu Cong Shen Jundong Li LRM 441 9 0 02 Apr 2025
From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Ruxiao Chen Chenguang Wang Yuran Sun Xilei Zhao Susu Xu 353 9 0 24 Feb 2025
Harnessing Large Language Models for Disaster Management: A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Zhenyu Lei Yushun Dong Weiyu Li Rong Ding Qi Wang Jundong Li AI4CE 237 17 0 12 Jan 2025
DisasterQA: A Benchmark for Assessing the performance of LLMs in Disaster Response Rajat Rawat 112 4 0 09 Oct 2024
Can LLMs Understand Social Norms in Autonomous Driving Games? Boxuan Wang Haonan Duan Yanhao Feng Xu Chen Yongjie Fu Chengbo Zang Xuan Di 228 5 0 22 Aug 2024
Rethinking Urban Flood Risk Assessment By Adapting Health Domain Perspective Zhewei Liu Kai Yin Ali Mostafavi AI4CE 96 1 0 06 Mar 2024
Exploring Large Language Models for Human Mobility Prediction under Public EventsComputers, Environment and Urban Systems (CEUS), 2023 Yuebing Liang Yichao Liu Xiaohan Wang Zhan Zhao 302 68 0 29 Nov 2023
Deep Learning-driven Community Resilience Rating based on Intertwined Socio-Technical Systems Features Kai Yin Bo Li Ali Mostafavi 94 5 0 03 Nov 2023
Unsupervised Graph Deep Learning Reveals Emergent Flood Risk Profile of Urban AreasSocial Science Research Network (SSRN), 2023 Kai Yin Junwei Ma Ali Mostafavi AI4CE 205 13 0 26 Sep 2023
Instruction Tuning for Large Language Models: A Survey Shengyu Zhang Linfeng Dong Xiaoya Li Sen Zhang Xiaofei Sun ... Jiwei Li Runyi Hu Tianwei Zhang Leilei Gan Guoyin Wang LM&MA 718 749 0 21 Aug 2023
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuningIEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2023 Yun Luo Zhen Yang Fandong Meng Yafu Li Jie Zhou Yue Zhang CLL KELM 625 479 0 17 Aug 2023
Text Classification via Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Xiaofei Sun Xiaoya Li Jiwei Li Leilei Gan Shangwei Guo Tianwei Zhang Guoyin Wang RALM LRM 201 207 0 15 May 2023
Transcending Scaling Laws with 0.1% Extra ComputeConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yi Tay Jason W. Wei Hyung Won Chung Vinh Q. Tran David R. So ... Donald Metzler Slav Petrov N. Houlsby Quoc V. Le Mostafa Dehghani LRM 237 73 0 20 Oct 2022
Examining Scaling and Transfer of Language Model Architectures for Machine TranslationInternational Conference on Machine Learning (ICML), 2022 Biao Zhang Behrooz Ghorbani Ankur Bapna Yong Cheng Xavier Garcia Jonathan Shen Orhan Firat 197 28 0 01 Feb 2022
Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task LearningFindings (Findings), 2021 Ximing Zhang Qian-Wen Zhang Zhao Yan Ruifang Liu Yunbo Cao 239 50 0 06 Jun 2021
The Power of Scale for Parameter-Efficient Prompt TuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Brian Lester Rami Al-Rfou Noah Constant VPVLM 1.3K 4,841 0 18 Apr 2021
Prefix-Tuning: Optimizing Continuous Prompts for GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Xiang Lisa Li Abigail Z. Jacobs 633 5,102 0 01 Jan 2021
Language Models are Few-Shot LearnersNeural Information Processing Systems (NeurIPS), 2020 Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 1.9K 51,164 0 28 May 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 1.6K 6,455 0 23 Jan 2020
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism Mohammad Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 841 2,343 0 17 Sep 2019
Unified Language Model Pre-training for Natural Language Understanding and GenerationNeural Information Processing Systems (NeurIPS), 2019 Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 529 1,628 0 08 May 2019
Parameter-Efficient Transfer Learning for NLPInternational Conference on Machine Learning (ICML), 2019 N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 569 5,518 0 02 Feb 2019
Attention Is All You NeedNeural Information Processing Systems (NeurIPS), 2017 Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 2.4K 157,684 0 12 Jun 2017