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Context in Context

Common Knowledge, 2002
AbstractThis essay, published originally in 2002, is reprinted in “Contextualism—The Next Generation: Symposium on the Future of a Methodology,” because of its impact on the thinking that informs and has led to this new symposium. Burke's argument is that the term context has become “an intellectual slogan or shibboleth” and that “there is a price to ...
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Context Autoencoder for Self-supervised Representation Learning

International Journal of Computer Vision, 2022
We present a novel masked image modeling (MIM) approach, context autoencoder (CAE), for self-supervised representation pretraining. We pretrain an encoder by making predictions in the encoded representation space. The pretraining tasks include two tasks:
Xiaokang Chen   +9 more
semanticscholar   +1 more source

Context and Contexts

2011
1. Acknowledgements 2. Introduction (by Fetzer, Anita) 3. Situated meaning in context 4. Why a mother's rule is not a law: The role of context in the interpretation of Greek laws (by Moser, Amalia) 5. Fighting words: Hybrid discourse and discourse processes (by Berlin, Lawrence N.) 6. Context and talk in confrontational discourses (by Granato, Luisa) 7.
Fetzer, Anita, Oishi, Etsuko
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RULER: What's the Real Context Size of Your Long-Context Language Models?

arXiv.org
The needle-in-a-haystack (NIAH) test, which examines the ability to retrieve a piece of information (the"needle") from long distractor texts (the"haystack"), has been widely adopted to evaluate long-context language models (LMs).
Cheng-Ping Hsieh   +6 more
semanticscholar   +1 more source

Many-Shot In-Context Learning

Neural Information Processing Systems
Large language models (LLMs) excel at few-shot in-context learning (ICL) -- learning from a few examples provided in context at inference, without any weight updates.
Rishabh Agarwal   +13 more
semanticscholar   +1 more source

"Context" in Context

Western Folklore, 1993
L'A. explique l'analyse contextuelle dans l'etude folklorique, ou la dichotomie entre texte et contexte n'existe pas. Ce type d'analyse est employe en fonction des genres etudies : narrations, proverbes, ballades chantees et devinettes. Deux termes cles sont approfondis : le contexte de culture et celui de situation qu'employait Malinowski.
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Context in Context

The Sciences, 1980
Book reviewed in this article:THE ECOLOGY OF HUMAN DEVELOPMENT: EXPERIMENTS BY NATURE AND DESIGN by Urie ...
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Meta-context: Putting Context-Awareness into Context

2011
Context-awareness advances have evidenced novel challenges related to context management and context-awareness usability. Most of these problems can be supported through general context attributes, i.e. properties that describe issues of the context itself, what we call meta-context.
Ramón Hervás   +3 more
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Context Trees

2001
Indexing data structures are well-known to be crucial for the efficiency of the current state-of-the-art theorem provers. Examples are \emph{discrimination trees}, which are like tries where terms are seen as strings and common prefixes are shared, and \emph{substitution trees}, where terms keep their tree structure and all common \emph{contexts} can ...
Ganzinger, H.   +2 more
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National Contexts

2008
As stated in Chapter 1, the principal contextual question of interest in SITES 2006 concerned the system factors associated with different pedagogical approaches and ICT-use within the respective participating education systems. This chapter therefore focuses on the education systems that participated in SITES 2006 and their attributes. The contexts of
Ronald E. Anderson, Tjeerd Plomp
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