Zobrazeno 1 - 10
of 175
pro vyhledávání: '"Vithya, P."'
The benefits and capabilities of pre-trained language models (LLMs) in current and future innovations are vital to any society. However, introducing and using LLMs comes with biases and discrimination, resulting in concerns about equality, diversity
Externí odkaz:
http://arxiv.org/abs/2312.01509
Recent advances in artificial intelligence, including the development of highly sophisticated large language models (LLM), have proven beneficial in many real-world applications. However, evidence of inherent bias encoded in these LLMs has raised con
Externí odkaz:
http://arxiv.org/abs/2309.08624
Autor:
Knowles, Kobe, Bensemann, Joshua, Benavides-Prado, Diana, Yogarajan, Vithya, Witbrock, Michael, Dobbie, Gillian, Chen, Yang
We introduce a novel architecture, the Neuromodulation Gated Transformer (NGT), which is a simple implementation of neuromodulation in transformers via a multiplicative effect. We compare it to baselines and show that it results in the best average p
Externí odkaz:
http://arxiv.org/abs/2305.03232
Publikováno v:
ICLR TinyPaper 2023
An indigenous perspective on the effectiveness of debiasing techniques for pre-trained language models (PLMs) is presented in this paper. The current techniques used to measure and debias PLMs are skewed towards the US racial biases and rely on pre-d
Externí odkaz:
http://arxiv.org/abs/2304.11094
Publikováno v:
Communications in Mathematics, Volume 31 (2023), Issue 1 (November 28, 2022) cm:10341
In this work, we determine the general solution of the quinquevigintic functional equation and also investigate its stability of this equation in the setting of matrix normed spaces and the framework of matrix non-Archimedean fuzzy normed spaces by u
Externí odkaz:
http://arxiv.org/abs/2211.10468
Autor:
James, Jesin, Shields, Isabella, Yogarajan, Vithya, Keegan, Peter J., Watson, Catherine, Jones, Peter-Lucas, Mahelona, Keoni
Te reo M\=aori (referred to as M\=aori), New Zealand's indigenous language, is under-resourced in language technology. M\=aori speakers are bilingual, where M\=aori is code-switched with English. Unfortunately, there are minimal resources available f
Externí odkaz:
http://arxiv.org/abs/2208.09778
Publikováno v:
Franklin Open, Vol 8, Iss , Pp 100150- (2024)
Providing security to the Mobile Ad-hoc Network (MANET) integrated with the Internet of Things (IoT) is one of the most challenging and demanding tasks in improving the security of the network by detecting trust nodes in the path. High energy consump
Externí odkaz:
https://doaj.org/article/d11c8ac064a74c07908e18e61a6b1ce4
Publikováno v:
Journal of Pharmacy and Bioallied Sciences, Vol 16, Iss 6, Pp 1164-1166 (2024)
This study investigates the effectiveness of hydrophobic glass surfaces in reducing microbial populations on touch-enabled digital devices. Hydrophobic coatings have been proposed as a potential solution to minimize microbial adhesion and growth on d
Externí odkaz:
https://doaj.org/article/e8ff97321a4d4bc09bc5c8b7175a55f2
Multi-label learning predicts a subset of labels from a given label set for an unseen instance while considering label correlations. A known challenge with multi-label classification is the long-tailed distribution of labels. Many studies focus on im
Externí odkaz:
http://arxiv.org/abs/2112.01718
Publikováno v:
The 2021 Australasian Joint Conference on Artificial Intelligence (AJCAI 2021)
There are many ways machine learning and big data analytics are used in the fight against the COVID-19 pandemic, including predictions, risk management, diagnostics, and prevention. This study focuses on predicting COVID-19 patient shielding -- ident
Externí odkaz:
http://arxiv.org/abs/2110.00183