Zobrazeno 1 - 10
of 21 460
pro vyhledávání: '"A. Leavitt"'
Publikováno v:
Preventive Oncology & Epidemiology, Vol 2, Iss 1 (2024)
Background: We examined the association between perceived discrimination and adherence to breast, cervical, and colorectal cancer screening recommendations among residents in a South Florida cancer center catchment area (n = 716).Methods: Perceived d
Externí odkaz:
https://doaj.org/article/c919a34dea624fee93d95c1b0bc5492d
Autor:
Ankner, Zachary, Blakeney, Cody, Sreenivasan, Kartik, Marion, Max, Leavitt, Matthew L., Paul, Mansheej
In this work, we investigate whether small language models can determine high-quality subsets of large-scale text datasets that improve the performance of larger language models. While existing work has shown that pruning based on the perplexity of a
Externí odkaz:
http://arxiv.org/abs/2405.20541
Publikováno v:
Academy of Management Review. Jul2024, p1-23. 23p.
Autor:
Hu, Qiyuan, Rizvi, Abbas A., Schau, Geoffery, Ingale, Kshitij, Muller, Yoni, Baits, Rachel, Pretzer, Sebastian, BenTaieb, Aïcha, Gordhamer, Abigail, Nussenzveig, Roberto, Cole, Adam, Leavitt, Matthew O., Joshi, Rohan P., Beaubier, Nike, Stumpe, Martin C., Nagpal, Kunal
Microsatellite instability-high (MSI-H) is a tumor agnostic biomarker for immune checkpoint inhibitor therapy. However, MSI status is not routinely tested in prostate cancer, in part due to low prevalence and assay cost. As such, prediction of MSI st
Externí odkaz:
http://arxiv.org/abs/2310.08743
Most interpretability research in NLP focuses on understanding the behavior and features of a fully trained model. However, certain insights into model behavior may only be accessible by observing the trajectory of the training process. We present a
Externí odkaz:
http://arxiv.org/abs/2309.07311
Autor:
Leavitt, Keith1 (AUTHOR), Schabram, Kira2 (AUTHOR), Hariharan, Prashanth3 (AUTHOR), Barnes, Christopher M.2 (AUTHOR)
Publikováno v:
Academy of Management Review. Apr2024, Vol. 49 Issue 2, p448-451. 4p.
It is commonly observed that deep networks trained for classification exhibit class-selective neurons in their early and intermediate layers. Intriguingly, recent studies have shown that these class-selective neurons can be ablated without deteriorat
Externí odkaz:
http://arxiv.org/abs/2305.17409
Most works on transformers trained with the Masked Language Modeling (MLM) objective use the original BERT model's fixed masking rate of 15%. We propose to instead dynamically schedule the masking rate throughout training. We find that linearly decre
Externí odkaz:
http://arxiv.org/abs/2305.15096
In many practical scenarios -- like hyperparameter search or continual retraining with new data -- related training runs are performed many times in sequence. Current practice is to train each of these models independently from scratch. We study the
Externí odkaz:
http://arxiv.org/abs/2303.06480
Microsurgery is a particularly impactful yet challenging form of surgery. Robot assisted microsurgery has the potential to improve surgical dexterity and enable precise operation on such small scales in ways not previously possible. Intraocular micro
Externí odkaz:
http://arxiv.org/abs/2302.07252