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GroundForce: Grounding Natural Language Semantics in Video Games

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Publications

Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics

Author(s): Douwe Kiela, Anita Lilla Verő and Stephen Clark
Published in: Proceedings of the Empirical Methods in Natural Language Processing Conference (EMNLP 2016), 2016, Page(s) 447-456

Virtual Embodiment: A Scalable Long-Term Strategy for Artificial Intelligence research

Author(s): Douwe Kiela, Luana Bulat, Anita Lilla Verő and Stephen Clark
Published in: NIPS Workshop on Machine Intelligence (MAIN), 2016

Speaking, Seeing, Understanding: Correlating Semantic Models with Conceptual Representation in the Brain

Author(s): Luana Bulat, Stephen Clark and Ekaterina Shutova
Published in: Proceedings of the Empirical Methods in Natural Language Processing Conference (EMNLP 2017), 2017, Page(s) 1092-1102

Modelling Metaphor with Attribute-based Semantics

Author(s): Luana Bulat, Stephen Clark and Ekaterina Shutova
Published in: Proceedings of the short papers of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017, Page(s) 523-528

Learning Neural Audio Embeddings for Grounded Semantics in Auditory Perception

Author(s): Douwe Kiela and Stephen Clark
Published in: Journal of Artificial Intelligence Research, Issue 60, 2017, Page(s) 1003-1030, ISSN 1076-9757

Visually Grounded and Textual Semantic Models Differentially Decode Brain Activity Associated with Concrete and Abstract Nouns

Author(s): Andrew J. Anderson, Douwe Kiela, Stephen Clark and Massimo Poesio
Published in: Transactions of the Association for Computational Linguistics, Issue 5, 2017, Page(s) 17-30, ISSN 2307-387X