Douwe Kiela
Douwe Kiela
Research Scientist, Facebook AI Research
確認したメール アドレス:
Supervised learning of universal sentence representations from natural language inference data
A Conneau, D Kiela, H Schwenk, L Barrault, A Bordes
arXiv preprint arXiv:1705.02364, 2017
Poincaré embeddings for learning hierarchical representations
M Nickel, D Kiela
Advances in neural information processing systems, 6338-6347, 2017
Personalizing dialogue agents: I have a dog, do you have pets too?
S Zhang, E Dinan, J Urbanek, A Szlam, D Kiela, J Weston
arXiv preprint arXiv:1801.07243, 2018
Learning image embeddings using convolutional neural networks for improved multi-modal semantics
D Kiela, L Bottou
Proceedings of the 2014 Conference on empirical methods in natural language …, 2014
Senteval: An evaluation toolkit for universal sentence representations
A Conneau, D Kiela
arXiv preprint arXiv:1803.05449, 2018
A systematic study of semantic vector space model parameters
D Kiela, S Clark
Proceedings of the 2nd Workshop on Continuous Vector Space Models and their …, 2014
Specializing word embeddings for similarity or relatedness
D Kiela, F Hill, S Clark
Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015
Learning continuous hierarchies in the lorentz model of hyperbolic geometry
M Nickel, D Kiela
arXiv preprint arXiv:1806.03417, 2018
Black holes and white rabbits: Metaphor identification with visual features
E Shutova, D Kiela, J Maillard
Proceedings of the 2016 Conference of the North American Chapter of the …, 2016
Improving multi-modal representations using image dispersion: Why less is sometimes more
D Kiela, F Hill, A Korhonen, S Clark
Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014
Multi-and cross-modal semantics beyond vision: Grounding in auditory perception
D Kiela, S Clark
Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015
Emergent communication in a multi-modal, multi-step referential game
K Evtimova, A Drozdov, D Kiela, K Cho
arXiv preprint arXiv:1705.10369, 2017
Hyperlex: A large-scale evaluation of graded lexical entailment
I Vulić, D Gerz, D Kiela, F Hill, A Korhonen
Computational Linguistics 43 (4), 781-835, 2017
The second conversational intelligence challenge (convai2)
E Dinan, V Logacheva, V Malykh, A Miller, K Shuster, J Urbanek, D Kiela, ...
arXiv preprint arXiv:1902.00098, 2019
Dynamic meta-embeddings for improved sentence representations
D Kiela, C Wang, K Cho
arXiv preprint arXiv:1804.07983, 2018
No training required: Exploring random encoders for sentence classification
J Wieting, D Kiela
arXiv preprint arXiv:1901.10444, 2019
Talk the walk: Navigating new york city through grounded dialogue
H de Vries, K Shuster, D Batra, D Parikh, J Weston, D Kiela
arXiv preprint arXiv:1807.03367, 2018
Hearst patterns revisited: Automatic hypernym detection from large text corpora
S Roller, D Kiela, M Nickel
arXiv preprint arXiv:1806.03191, 2018
Exploiting image generality for lexical entailment detection
D Kiela, L Rimell, I Vulic, S Clark
Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015
Visually grounded and textual semantic models differentially decode brain activity associated with concrete and abstract nouns
AJ Anderson, D Kiela, S Clark, M Poesio
Transactions of the Association for Computational Linguistics 5, 17-30, 2017
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