Zobrazeno 1 - 10
of 28 073
pro vyhledávání: '"A. Burnham"'
Social scientists quickly adopted large language models due to their ability to annotate documents without supervised training, an ability known as zero-shot learning. However, due to their compute demands, cost, and often proprietary nature, these m
Externí odkaz:
http://arxiv.org/abs/2409.02078
Autor:
Hébert-Dufresne, Laurent, Kling, Matthew M., Rosenblatt, Samuel F., Miller, Stephanie N., Burnham, P. Alexander, Landry, Nicholas W., Gotelli, Nicholas J., McGill, Brian J.
Stochastic diffusion is the noisy and uncertain process through which dynamics like epidemics, or agents like animal species, disperse over a larger area. Understanding these processes is becoming increasingly important as we attempt to better prepar
Externí odkaz:
http://arxiv.org/abs/2408.07755
Autor:
Burnham, Michael
This paper introduces "Semantic Scaling," a novel method for ideal point estimation from text. I leverage large language models to classify documents based on their expressed stances and extract survey-like data. I then use item response theory to sc
Externí odkaz:
http://arxiv.org/abs/2405.02472
Autor:
Burnham, Michael
Sentiment analysis is one of the most widely used techniques in text analysis. Recent advancements with Large Language Models have made it more accurate and accessible than ever, allowing researchers to classify text with only a plain English prompt.
Externí odkaz:
http://arxiv.org/abs/2405.02454
Autor:
Crill, Brendan P., Werner, Michael, Akeson, Rachel, Ashby, Matthew, Bleem, Lindsey, Bock, James J., Bryan, Sean, Burnham, Jill, Byunh, Joyce, Chang, Tzu-Ching, Chiang, Yi-Kuan, Cook, Walter, Cooray, Asantha, Davis, Andrew, Doré, Olivier, Dowell, C. Darren, Dubois-Felsmann, Gregory, Eifler, Tim, Faisst, Andreas, Habib, Salman, Heinrich, Chen, Heitmann, Katrin, Heaton, Grigory, Hirata, Christopher, Hristov, Viktor, Hui, Howard, Jeong, Woong-Seob, Kang, Jae Hwan, Kecman, Branislav, Kirkpatrick, J. Davy, Korngut, Phillip M., Krause, Elisabeth, Lee, Bomee, Lisse, Carey, Masters, Daniel, Mauskopf, Philip, Melnick, Gary, Miyasaka, Hiromasa, Nayyeri, Hooshang, Nguyen, Hien, Öberg, Karin, Padin, Steve, Paladini, Roberta, Pourrahmani, Milad, Pyo, Jeonghyun, Smith, Roger, Song, Yong-Seong, Symons, Teresa, Teplitz, Harry, Tolls, Volker, Unwin, Steve, Windhorst, Rogier, Yang, Yujin, Zemcov, Michael
Publikováno v:
Proceedings Volume 11443, Space Telescopes and Instrumentation 2020: Optical, Infrared, and Millimeter Wave; 114430I (2020)
SPHEREx, the Spectro-Photometer for the History of the Universe, Epoch of Reionization, and ices Explorer, is a NASA MIDEX mission planned for launch in 2024. SPHEREx will carry out the first all-sky spectral survey at wavelengths between 0.75 micron
Externí odkaz:
http://arxiv.org/abs/2404.11017
Autor:
Chu-Carroll, Jennifer, Beck, Andrew, Burnham, Greg, Melville, David OS, Nachman, David, Özcan, A. Erdem, Ferrucci, David
Since the advent of Large Language Models a few years ago, they have often been considered the de facto solution for many AI problems. However, in addition to the many deficiencies of LLMs that prevent them from broad industry adoption, such as relia
Externí odkaz:
http://arxiv.org/abs/2402.08064
Autor:
Ferraresi, Lorenzo J. A., Kara, Gökhan, Burnham, Nancy A., Furrer, Roman, Dirin, Dmitry N., La Mattina, Fabio, Kovalenko, Maksym V., Calame, Michel, Shorubalko, Ivan
Colloidal quantum dots (cQDs) recently emerged as building blocks for semiconductor materials with tuneable properties. Electro-hydrodynamic printing can be used to obtain sub-micrometre patterns of cQDs without elaborate and aggressive photolithogra
Externí odkaz:
http://arxiv.org/abs/2401.04618
Adaptive transport networks are known to contain loops when subject to hydrodynamic fluctuations. However, fluctuations are no guarantee that a loop will form, as shown by loop-free networks driven by oscillating flows. We provide a complete stabilit
Externí odkaz:
http://arxiv.org/abs/2311.03958
Noise Reduction Methods for Large-scale Intensity-mapping Measurements with Infrared Detector Arrays
Autor:
Heaton, Grigory, Cook, Walter, Bock, James, Burnham, Jill, Condon, Sam, Hristov, Viktor, Hui, Howard, Kecman, Branislav, Korngut, Phillip, Miyasaka, Hiromasa, Nguyen, Chi, Padin, Stephen, Viero, Marco
Publikováno v:
ApJS 268 44 (2023)
Intensity mapping observations measure galaxy clustering fluctuations from spectral-spatial maps, requiring stable noise properties on large angular scales. We have developed specialized readouts and analysis methods for achieving large-scale noise s
Externí odkaz:
http://arxiv.org/abs/2309.15966
Publikováno v:
CPT: Pharmacometrics & Systems Pharmacology, Vol 13, Iss 11, Pp 1824-1829 (2024)
Externí odkaz:
https://doaj.org/article/dfeb96f0c62f4166b414c4864bd5ec5e
