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Semantic-aware heterogeneous information network embedding with incompatible meta-paths

World Wide Web, 2021
Heterogeneous information network (HIN) embedding represents heterogeneous nodes as vectors in the low-dimensional space. Meta-path is used to measure the nodes similarity to guide HIN embedding. Existing works assume that different meta-paths share the same semantic space and directly fuse the different mate-paths for node similarity calculation. This
Susu Zheng, Donghai Guan, Weiwei Yuan
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Incompatibility Semantics from Agreement

Philosophia, 2010
In this paper, I discuss the analysis of logic in the pragmatic approach recently proposed by Brandom. I consider different consequence relations, formalized by classical, intuitionistic and linear logic, and I will argue that the formal theory developed by Brandom, even if provides powerful foundational insights on the relationship between logic and ...
Porello, Daniele
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Effects of Semantic Incompatibility on Rating Response

Applied Psychological Measurement, 2008
Semantic incompatibility, an error in constructing measuring instruments for rating oneself, others, or objects, refers to the extent to which item wordings are incongruent with, and hence inappropriate for, scale labels and vice versa. This study examines the effects of semantic incompatibility on rating responses. Using a 2 × 2 factorial design with
Tony C. M. Lam, Mary Kolic
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So similar and yet incompatible: Toward the automated identification of semantically compatible words

Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2015
We introduce the challenge of detecting semantically compatible words, that is, words that can potentially refer to the same thing (cat and hindrance are compatible, cat and dog are not), arguing for its central role in many semantic tasks. We present a publicly available data-set of human compatibility ratings, and a neural-network model that takes ...
Kruszewski Martel, German David   +1 more
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Incompatibility Arguments and Semantic Self Knowledge

Southwest Philosophy Review, 2007
There has been much discussion recently of what has been labeled the “Brown-Boghossian-McKinsey”, “Brown-McKinsey” or sometimes just “McKinsey” arguments for the incompatibility of externalism and self-knowledge. However, while the three author’s arguments have been treated as interchangeable, they are not identical.
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Modality in Brandom’s Incompatibility Semantics

2011
In the fifth of his John Locke Lectures Robert Brandom takes up the challenge to define a formal semantics for modelling linguistic contents as established according to his normative analysis of linguistic practices. The project is to exploit the notion of incompatibility in order to directly define a modally robust relation of entailment ...
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Super-Boolean Learning Theory v1.1: A Four-Valued Semantic Framework for Uncertainty, Incompatibility, and Robust Decision Making

Overview This record releases version v1.1 of Super-Boolean Learning Theory, a novel semantic framework for supervised machine learning based on the four-valued Super-Boolean Logic ($V = \{1, 0, S, C\}$). This framework addresses the limitations of classical scalar loss functions by introducing a structural risk profile that qualitatively ...
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