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Nicola De Cao
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Year
MolGAN: An implicit generative model for small molecular graphs
N De Cao, T Kipf
ICML 2018 - Proceedings of the 35th International Conference on Machine …, 2018
619*2018
Hyperspherical Variational Auto-Encoders
TR Davidson, L Falorsi, N De Cao, T Kipf, JM Tomczak
UAI 2018 - 34th Conference on Uncertainty in Artificial Intelligence, 2018
2752018
Question Answering by Reasoning Across Documents with Graph Convolutional Networks
N De Cao, W Aziz, I Titov
NAACL 2019 - Conference of the North American Chapter of the Associationfor …, 2019
1922019
KILT: a Benchmark for Knowledge Intensive Language Tasks
F Petroni, A Piktus, A Fan, P Lewis, M Yazdani, N De Cao, J Thorne, ...
NAACL 2021 - Conference of the North American Chapter of the Association for …, 2020
1382020
Autoregressive Entity Retrieval
N De Cao, G Izacard, S Riedel, F Petroni
ICLR 2021 - Proceedings of the 9th International Conference on Learning …, 2020
1072020
Block Neural Autoregressive Flow
N De Cao, I Titov, W Aziz
UAI 2019 - 35th Conference on Uncertainty in Artificial Intelligence, 2019
922019
Explorations in Homeomorphic Variational Auto-Encoding
L Falorsi, P de Haan, TR Davidson, N De Cao, M Weiler, P Forré, ...
ICML 2018 workshop on Theoretical Foundations and Applications of Deep …, 2018
76*2018
Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking
MS Schlichtkrull, N De Cao, I Titov
ICLR 2021 - Proceedings of the 9th International Conference on Learning …, 2020
712020
NeurIPS 2020 EfficientQA competition: Systems, analyses and lessons learned
S Min, J Boyd-Graber, C Alberti, D Chen, E Choi, M Collins, K Guu, ...
NeurIPS 2020 - Proceedings of the NeurIPS 2020 Competition and Demonstration …, 2021
442021
How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking
N De Cao, M Schlichtkrull, W Aziz, I Titov
EMNLP 2020 - Proceedings of the 2020 Conference on Empirical Methods in …, 2020
322020
Multilingual autoregressive entity linking
N De Cao, L Wu, K Popat, M Artetxe, N Goyal, M Plekhanov, ...
Transactions of the Association for Computational Linguistics 10, 274-290, 2022
302022
Editing Factual Knowledge in Language Models
N De Cao, W Aziz, I Titov
EMNLP 2021 - Proceedings of the 2021 Conference on Empirical Methods in …, 2021
282021
A Memory Efficient Baseline for Open Domain Question Answering
G Izacard, F Petroni, L Hosseini, N De Cao, S Riedel, E Grave
arXiv preprint arXiv:2012.15156, 2020
222020
Highly Parallel Autoregressive Entity Linking with Discriminative Correction
N De Cao, W Aziz, I Titov
EMNLP 2021 - Proceedings of the 2021 Conference on Empirical Methods in …, 2021
122021
The Power Spherical distribution
N De Cao, W Aziz
ICML 2020 - Proceedings of the 37th International Conference on Machine …, 2020
112020
GenIE: Generative Information Extraction
M Josifoski, N De Cao, M Peyrard, R West
NAACL 2022 - Conference of the North American Chapter of the Association for …, 2021
52021
Sparse Interventions in Language Models with Differentiable Masking
N De Cao, L Schmid, D Hupkes, I Titov
arXiv preprint arXiv:2112.06837, 2021
2021
Deep Generative Models for Graphs: VAEs, GANs, and reinforcement learning for de novo drug discovery
N De Cao
University of Amsterdam, 2018
2018
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Articles 1–18