Douwe Kiela
Douwe Kiela
Head of Research, Hugging Face
Bestätigte E-Mail-Adresse bei huggingface.co
Titel
Zitiert von
Zitiert von
Jahr
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
16312017
Poincaré embeddings for learning hierarchical representations
M Nickel, D Kiela
Advances in neural information processing systems 30, 6338-6347, 2017
7102017
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
6822018
Senteval: An evaluation toolkit for universal sentence representations
A Conneau, D Kiela
arXiv preprint arXiv:1803.05449, 2018
3262018
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
2332014
Adversarial NLI: A new benchmark for natural language understanding
Y Nie, A Williams, E Dinan, M Bansal, J Weston, D Kiela
arXiv preprint arXiv:1910.14599, 2019
2272019
Retrieval-augmented generation for knowledge-intensive nlp tasks
P Lewis, E Perez, A Piktus, F Petroni, V Karpukhin, N Goyal, H Küttler, ...
arXiv preprint arXiv:2005.11401, 2020
2132020
Learning continuous hierarchies in the lorentz model of hyperbolic geometry
M Nickel, D Kiela
International Conference on Machine Learning, 3779-3788, 2018
2082018
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
1612016
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
1612014
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
1542015
What makes a good conversation? how controllable attributes affect human judgments
A See, S Roller, D Kiela, J Weston
arXiv preprint arXiv:1902.08654, 2019
1182019
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
1162019
Hyperbolic graph neural networks
Q Liu, M Nickel, D Kiela
arXiv preprint arXiv:1910.12892, 2019
1042019
Dynamic meta-embeddings for improved sentence representations
D Kiela, C Wang, K Cho
arXiv preprint arXiv:1804.07983, 2018
99*2018
Emergent communication in a multi-modal, multi-step referential game
K Evtimova, A Drozdov, D Kiela, K Cho
arXiv preprint arXiv:1705.10369, 2017
932017
No training required: Exploring random encoders for sentence classification
J Wieting, D Kiela
arXiv preprint arXiv:1901.10444, 2019
882019
Hearst patterns revisited: Automatic hypernym detection from large text corpora
S Roller, D Kiela, M Nickel
arXiv preprint arXiv:1806.03191, 2018
882018
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
822018
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
822017
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