Near-Real-Time Seismic Human Fatality Information Retrieval from Social Media with Few-Shot Large-Language Models

Author:

Hou James1,Xu Susu1

Affiliation:

1. Stony Brook University

Funder

Stony Brook University

U.S. Geological Survey

Publisher

ACM

Reference26 articles.

1. Earthquake Damage Assessment Based on User Generated Data in Social Networks

2. Domain Adaptation with Adversarial Training and Graph Embeddings

3. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell etal 2020. Language models are few-shot learners. Advances in neural information processing systems 33 (2020) 1877--1901. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell et al. 2020. Language models are few-shot learners. Advances in neural information processing systems 33 (2020) 1877--1901.

4. Cornelia Caragea Nathan J McNeese Anuj R Jaiswal Greg Traylor Hyun-Woo Kim Prasenjit Mitra Dinghao Wu Andrea H Tapia C Lee Giles Bernard J Jansen etal 2011. Classifying text messages for the Haiti earthquake.. In ISCRAM. Citeseer. Cornelia Caragea Nathan J McNeese Anuj R Jaiswal Greg Traylor Hyun-Woo Kim Prasenjit Mitra Dinghao Wu Andrea H Tapia C Lee Giles Bernard J Jansen et al. 2011. Classifying text messages for the Haiti earthquake.. In ISCRAM. Citeseer.

5. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018).

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