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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 Hits 1 – 20 of 41 1 Formalising Concepts as Grounded Abstractions ... Clark, Stephen; Lerchner, Alexander; von Glehn, Tamara; Tieleman, Olivier; Tanburn, Richard; Dashevskiy, Misha; Bosnjak, Matko. - : arXiv, 2021 Abstract: The notion of concept has been studied for centuries, by philosophers, linguists, cognitive scientists, and researchers in artificial intelligence (Margolis & Laurence, 1999). There is a large literature on formal, mathematical models of concepts, including a whole sub-field of AI -- Formal Concept Analysis -- devoted to this topic (Ganter & Obiedkov, 2016). Recently, researchers in machine learning have begun to investigate how methods from representation learning can be used to induce concepts from raw perceptual data (Higgins, Sonnerat, et al., 2018). The goal of this report is to provide a formal account of concepts which is compatible with this latest work in deep learning. The main technical goal of this report is to show how techniques from representation learning can be married with a lattice-theoretic formulation of conceptual spaces. The mathematics of partial orders and lattices is a standard tool for modelling conceptual spaces (Ch.2, Mitchell (1997), Ganter and Obiedkov (2016)); however, ... Keyword: Artificial Intelligence cs.AI; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2101.05125 https://arxiv.org/abs/2101.05125 BASE Hide details 2 Grounded Language Learning Fast and Slow ... Hill, Felix; Tieleman, Olivier; von Glehn, Tamara. - : arXiv, 2020 BASE Show details 3 Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input ... Lazaridou, Angeliki; Hermann, Karl Moritz; Tuyls, Karl. - : arXiv, 2018 BASE Show details 4 Latent Tree Learning with Differentiable Parsers: Shift-Reduce Parsing and Chart Parsing ... Maillard, Jean; Clark, Stephen. - : arXiv, 2018 BASE Show details 5 Visually Grounded and Textual Semantic Models Differentially Decode Brain Activity Associated with Concrete and Abstract Nouns ... Anderson, AJ; Kiela, Douwe; Clark, Stephen. - : Apollo - University of Cambridge Repository, 2017 BASE Show details 6 Modelling metaphor with attribute-based semantics Bulat, L; Clark, Stephen; Shutova, Ekaterina. - : Association for Computational Linguistics, 2017. : Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017 BASE Show details 7 Virtual Embodiment: A Scalable Long-Term Strategy for Artificial Intelligence Research ... Kiela, Douwe; Bulat, Luana; Vero, Anita L.. - : arXiv, 2016 BASE Show details 8 Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics ... Kiela, D; Vero, Anita; Clark, Stephen. - : Apollo - University of Cambridge Repository, 2016 BASE Show details 9 Multi-Modal Representations for Improved Bilingual Lexicon Learning ... Vulić, I; Kiela, D; Clark, Stephen. - : Apollo - University of Cambridge Repository, 2016 BASE Show details 10 Multi-Modal Representations for Improved Bilingual Lexicon Learning Vulić, I; Kiela, D; Clark, Stephen. - : Association for Computational Linguistics, 2016. : http://acl2016.org/, 2016. : Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016 BASE Show details 11 Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics Kiela, D; Vero, Anita; Clark, Stephen. - : Association for Computational Linguistics, 2016. : Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016 BASE Show details 12 RELPRON: A Relative Clause Evaluation Dataset for Compositional Distributional Semantics Rimell, Laura; Maillard, Jean; Polajnar, Tamara. - : MIT Press, 2016. : Computational Linguistics, 2016 BASE Show details 13 Vision and Feature Norms: Improving automatic feature norm learning through cross-modal maps Bulat, L; Kiela, D; Clark, Stephen. - : Association for Computational Linguistics, 2016. : http://www.aclweb.org/anthology/N/N16/, 2016. : Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2016 BASE Show details 14 Expected F-Measure Training for Shift-Reduce Parsing with Recurrent Neural Networks Xu, W; Auli, M; Clark, Stephen. - : Association for Computational Linguistics, 2016. : Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2016 BASE Show details 15 Using Sentence Plausibility to Learn the Semantics of Transitive Verbs ... Polajnar, Tamara; Rimell, Laura; Clark, Stephen. - : arXiv, 2014 BASE Show details 16 The Frobenius anatomy of word meanings I: subject and object relative pronouns ... Sadrzadeh, Mehrnoosh; Clark, Stephen; Coecke, Bob. - : arXiv, 2014 BASE Show details 17 Participant Reference in Narrative Discourse: A Comparison of Three Methodologies Clark, Stephen. - : SIL International, 2012 BASE Show details 18 Concrete Sentence Spaces for Compositional Distributional Models of Meaning ... Grefenstette, Edward; Sadrzadeh, Mehrnoosh; Clark, Stephen. - : arXiv, 2011 BASE Show details 19 Mathematical foundations for a compositional distributional model of meaning Sadrzadeh, Mehrnoosh; Clark, Stephen; Coecke, Bob In: Linguistic analysis. - Vashon Island, Wash. : Linguistic Analysis 36 (2006) 1-4, 345-384 BLLDB OLC Linguistik Show details 20 Faster parsing by supertagger adaptation Kummerfeld, Jonathan K.; Roesner, Jessika; Dawborn, Tim... In: Association for Computational Linguistics. Proceedings of the conference. - Stroudsburg, Penn. : ACL 48 (2010) 1, 345-355 BLLDB Show details Page: 1 2 3

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