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Douwe Kiela
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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
20682017
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
10252018
Poincaré embeddings for learning hierarchical representations
M Nickel, D Kiela
Advances in neural information processing systems 30, 2017
10172017
Retrieval-augmented generation for knowledge-intensive nlp tasks
P Lewis, E Perez, A Piktus, F Petroni, V Karpukhin, N Goyal, H Küttler, ...
Advances in Neural Information Processing Systems 33, 9459-9474, 2020
6012020
Senteval: An evaluation toolkit for universal sentence representations
A Conneau, D Kiela
arXiv preprint arXiv:1803.05449, 2018
4862018
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
4692019
Learning continuous hierarchies in the lorentz model of hyperbolic geometry
M Nickel, D Kiela
International conference on machine learning, 3779-3788, 2018
3242018
The second conversational intelligence challenge (convai2)
E Dinan, V Logacheva, V Malykh, A Miller, K Shuster, J Urbanek, D Kiela, ...
The NeurIPS'18 Competition: From Machine Learning to Intelligent …, 2020
2752020
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
2722014
The hateful memes challenge: Detecting hate speech in multimodal memes
D Kiela, H Firooz, A Mohan, V Goswami, A Singh, P Ringshia, ...
Advances in Neural Information Processing Systems 33, 2611-2624, 2020
2372020
Hyperbolic graph neural networks
Q Liu, M Nickel, D Kiela
Advances in neural information processing systems 32, 2019
2222019
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
1892016
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
1822019
Specializing Word Embeddings for Similarity or Relatedness.
D Kiela, F Hill, S Clark
EMNLP, 2044-2048, 2015
1762015
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
1692014
Dynabench: Rethinking benchmarking in NLP
D Kiela, M Bartolo, Y Nie, D Kaushik, A Geiger, Z Wu, B Vidgen, G Prasad, ...
arXiv preprint arXiv:2104.14337, 2021
1512021
Flava: A foundational language and vision alignment model
A Singh, R Hu, V Goswami, G Couairon, W Galuba, M Rohrbach, D Kiela
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
1362022
True few-shot learning with language models
E Perez, D Kiela, K Cho
Advances in neural information processing systems 34, 11054-11070, 2021
1362021
Supervised multimodal bitransformers for classifying images and text
D Kiela, S Bhooshan, H Firooz, E Perez, D Testuggine
arXiv preprint arXiv:1909.02950, 2019
1352019
Dynamic meta-embeddings for improved sentence representations
D Kiela, C Wang, K Cho
arXiv preprint arXiv:1804.07983, 2018
1302018
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Artiklar 1–20