Zobrazeno 1 - 10
of 144 703
pro vyhledávání: '"self-taught"'
Autor:
Heather Andrea Williams
In this previously untold story of African American self-education, Heather Andrea Williams moves across time to examine African Americans'relationship to literacy during slavery, during the Civil War, and in the first decades of freedom. Self-Taught
Autor:
Heck, Michael, Geishauser, Christian, Lubis, Nurul, van Niekerk, Carel, Feng, Shutong, Lin, Hsien-Chin, Ruppik, Benjamin Matthias, Vukovic, Renato, Gašić, Milica
Correct labels are indispensable for training effective machine learning models. However, creating high-quality labels is expensive, and even professionally labeled data contains errors and ambiguities. Filtering and denoising can be applied to curat
Externí odkaz:
http://arxiv.org/abs/2412.12955
The reasoning abilities of large language models (LLMs) have improved with chain-of-thought (CoT) prompting, allowing models to solve complex tasks in a stepwise manner. However, training CoT capabilities requires detailed reasoning data, which is of
Externí odkaz:
http://arxiv.org/abs/2410.23912
The key components of machine learning are data samples for training, model for learning patterns, and loss function for optimizing accuracy. Analogously, unlearning can potentially be achieved through anti-data samples (or anti-samples), unlearning
Externí odkaz:
http://arxiv.org/abs/2410.17050
Autor:
Chris Edwards
The American educational structure is a feudal system designed around an inefficient seat time model. This structure sets students against each other in competition, creates zip-code inequalities, and empowers an expensive and often damaging bureaucr
Guiding large language models with a selected set of human-authored demonstrations is a common practice for improving LLM applications. However, human effort can be costly, especially in specialized domains (e.g., clinical diagnosis), and does not gu
Externí odkaz:
http://arxiv.org/abs/2408.12315