NS
Nathan Self
cs.AIcs.CYcs.SICommerceCrimecs.CLcs.DLcs.IRcs.LGElectronic Data Processing
On Valency
published · living versionsW_gupj3vwm·v1 · currentpublished
'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators
with Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah, Rupinder Khandpur +25
1 version
Preprints & journals
8 papers in the corpus · 2014–2025Exploring LLMs for Scientific Information Extraction Using The SciEx Framework2512.10004v2 · Sha Li, Ayush Sadekar, Nathan Self et al.2025 · 1 citationarXiv
Combating trade in illegal wood and forest products with machine learning.39854530 · Datta, Debanjan, Simeone, John C, Meadows, Amelia et al.2025 · 4 citationsPloS one. 2025;20(1):e0311982
Lessons from Deep Learning applied to Scholarly Information Extraction: What Works, What Doesn't, and Future Directions2207.04029v1 · Raquib Bin Yousuf, Subhodip Biswas, Kulendra Kumar Kaushal et al.2022 · 2 citationsarXiv
Data analysis and modeling pipelines for controlled networked social science experiments.33232347 · Cedeno-Mieles, Vanessa, Hu, Zhihao, Ren, Yihui et al.2021 · 3 citationsPloS one. 2020;15(11):e0242453
Forecasting Significant Societal Events Using The Embers Streaming Predictive Analytics System.25553271 · Doyle, Andy, Katz, Graham, Summers, Kristen et al.2019 · 47 citationsBig data. 2014;2(4):185-195
Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks1905.10022v1 · Taoran Ji, Zhiqian Chen, Nathan Self et al.2019 · 9 citationsIJCAI 2019
EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting System1604.00033v1 · Sathappan Muthiah, Patrick Butler, Rupinder Paul Khandpur et al.2016 · 10 citationsarXivon Valency
'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators1402.7035v2 · Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah et al.2014 · 49 citationsarXivon Valency
Career total: 38 works. 8 are in this corpus.
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