Results 41 to 50 of about 13,789,012 (283)

Parallel Context Windows for Large Language Models [PDF]

open access: yesAnnual Meeting of the Association for Computational Linguistics, 2022
When applied to processing long text, Large Language Models (LLMs) are limited by their context window. Existing efforts to address this limitation involve training specialized architectures, and cannot be easily applied to off- the-shelf LLMs.
Nir Ratner   +9 more
semanticscholar   +1 more source

Relay Ability Estimation and Topology Control Using Multidimensional Context Parameters for Mobile P2P Multicast

open access: yesEURASIP Journal on Wireless Communications and Networking, 2011
We focus on mobile P2P multicast, in which mobile end nodes not only act as receivers but also relay the received stream forward to others. In mobile P2P multicast, negative effects caused by the change of available bandwidth and the disconnection of ...
Kubo Hiroyuki   +2 more
doaj   +2 more sources

A Divided Spatial and Temporal Context Network for Remote Sensing Change Detection

open access: yesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022
In recent days, change detection has become one of the central tasks for remote sensing image analyses. Due to the powerful discriminative abilities, various convolutional-based approaches have been applied and shown favorable performance in change ...
Nian Shi, Keming Chen, Guangyao Zhou
doaj   +1 more source

The Structure of Cross-Linguistic Differences: Meaning and Context of ‘Readability’ and its Russian Equivalent ‘Chitabelnost’

open access: yesJournal of Language and Education, 2020
The article presents the results of an original study aimed at finding (1) frequency fluctuations of the term ‘readability’ in American discourse and its Russian equivalent ‘chitabelnost’ in Russian discourse over the period from 1920s to the present ...
Marina I. Solnyshkina   +2 more
doaj   +1 more source

Interpolation based on context modeling for hierarchical compression of multidimensional signals [PDF]

open access: yesКомпьютерная оптика, 2018
Context algorithms for interpolation of multidimensional signals in the compression problem are researched. A hierarchical compression method for arbitrary dimension signals is considered.
Mikhael Gashnikov
doaj   +1 more source

How Much Knowledge Can You Pack into the Parameters of a Language Model? [PDF]

open access: yesConference on Empirical Methods in Natural Language Processing, 2020
It has recently been observed that neural language models trained on unstructured text can implicitly store and retrieve knowledge using natural language queries.
Adam Roberts, Colin Raffel, Noam Shazeer
semanticscholar   +1 more source

Dynamic Scheduling of Contextually Categorised Internet of Things Services in Fog Computing Environment

open access: yesSensors, 2022
Fog computing emerged as a concept that responds to the requirements of upcoming solutions requiring optimizations primarily in the context of the following QoS parameters: latency, throughput, reliability, security, and network traffic reduction.
Petar Krivic   +3 more
doaj   +1 more source

Context Mining with Machine Learning Approach: Understanding, Sensing, Categorizing, and Analyzing Context Parameters

open access: yesInternational Journal on Recent and Innovation Trends in Computing and Communication, 2023
Context is a vital concept in various fields, such as linguistics, psychology, and computer science. It refers to the background, environment, or situation in which an event, action, or idea occurs or exists. Categorization of context involves grouping contexts into different types or classes based on shared characteristics.
Pranali G. Chavhan   +2 more
openaire   +1 more source

CMPD: Context-Based Malicious Parameter Detection for APIs

open access: yes, 2022
AbstractThe Application Program Interface (API) plays an important role as the channel for data interaction between programs, while the widespread use of APIs has brought security risks that cannot be ignored. The adversary can perform various Web attacks, including SQL Injection and Cross-Site Scripting (XSS), by tampering with the parameters of API ...
Zhangjie Zhao   +4 more
openaire   +1 more source

Investigation of Paraoxonase-1 Genotype and Enzyme-Kinetic Parameters in the Context of Cognitive Impairment in Parkinson’s Disease

open access: yesAntioxidants, 2023
Cognitive impairment is a common non-motor symptom of Parkinson’s disease (PD), which often progresses to PD dementia. PD patients with and without dementia may differ in certain biochemical parameters, which could thus be used as biomarkers for PD ...
Boštjan Petrič   +7 more
doaj   +1 more source

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