Sentence representation models trained only on language could potentially suffer from the grounding problem. Recent work has shown promising results in improving the qualities of sentence representations by jointly training them with associated image features. However, the grounding capability is limited due to distant connection between input sentences and image features by the design of the a...

A number of philosophers have recently claimed that intrinsicality can be analysed in terms of the metaphysical notion of grounding. Since grounding is a hyperintensional notion, accounts of intrinsicality in terms of grounding, unlike most other accounts, promise to be able to discriminate between necessarily coextensive properties that differ in whether they are intrinsic. They therefore prom...

Chatbots are expected to be knowledgeable across multiple domains, e.g. for daily chit-chat, exchange of information, and grounding in emotional situations. To effectively measure the quality such conversational agents, a model-based automatic dialogue evaluation metric (ADEM) is perform well domains. Despite significant progress, existing ADEMs tend only on data that similar its training (over...

The purpose of this paper is to challenge some of the cornerstones of Grounded theory and propose an extended alternative approach for data analysis and theory development, which we call multi-grounded theory (MGT). A multi-grounded theory is not only empirically grounded. Three different grounding processes are acknowledged: Theoretical, empirical and internal grounding. We go beyond the pure ...

This is an interview by the Erasmus Journal for Philosophy and Economics with Ian Carter. The covers Carter's intellectual biography; his extensive writings on measurement value of freedom; reflections use formal methods in philosophical work freedom political philosophy more broadly; recent basic equality respect persons; and, finally, advice to young scholars.

It has recently been suggested that a distinctive metaphysical relation — ‘Grounding’—is ultimately at issue in contexts in which some goings-on are said to hold ‘in virtue of’’, be (constitutively) ‘metaphysically dependent on’, or be ‘nothing over and above’ some others. Grounding is supposed to do good work (better than merely modal notions, in particular) in illuminating metaphysical depend...

The double function of language, as a social/communicative means, and as an individual/cognitive capability, derives from its fundamental property that allows us to internally re-represent the world we live in. This is possible through the mechanism of symbol grounding, i.e. the ability to associate entities and states in the external and internal world with internal categorical representations...

Grounding textual phrases in visual content with standalone image-sentence pairs is a challenging task. When we consider grounding in instructional videos, this problem becomes profoundly more complex: the latent temporal structure of instructional videos breaks independence assumptions and necessitates contextual understanding for resolving ambiguous visual-linguistic cues. Furthermore, dense ...