Johannes Welbl
TitelZitiert vonJahr
Complex embeddings for simple link prediction
T Trouillon, J Welbl, S Riedel, É Gaussier, G Bouchard
International Conference on Machine Learning, 2071-2080, 2016
3372016
Constructing datasets for multi-hop reading comprehension across documents
J Welbl, P Stenetorp, S Riedel
Transactions of the Association for Computational Linguistics 6, 287-302, 2018
772018
Knowledge graph completion via complex tensor factorization
T Trouillon, CR Dance, É Gaussier, J Welbl, S Riedel, G Bouchard
The Journal of Machine Learning Research 18 (1), 4735-4772, 2017
522017
Frustratingly short attention spans in neural language modeling
M Daniluk, T Rocktäschel, J Welbl, S Riedel
arXiv preprint arXiv:1702.04521, 2017
502017
Neural random forests
G Biau, E Scornet, J Welbl
Sankhya A, 1-40, 2016
302016
Casting random forests as artificial neural networks (and profiting from it)
J Welbl
German Conference on Pattern Recognition, 765-771, 2014
272014
Crowdsourcing multiple choice science questions
J Welbl, NF Liu, M Gardner
arXiv preprint arXiv:1707.06209, 2017
212017
Ucl machine reading group: Four factor framework for fact finding (hexaf)
T Yoneda, J Mitchell, J Welbl, P Stenetorp, S Riedel
Proceedings of the First Workshop on Fact Extraction and VERification (FEVER …, 2018
142018
A factorization machine framework for testing bigram embeddings in knowledgebase completion
J Welbl, G Bouchard, S Riedel
arXiv preprint arXiv:1604.05878, 2016
42016
Event detection by feature unpredictability in phase-contrast videos of cell cultures
M Kandemir, JC Rubio, U Schmidt, C Wojek, J Welbl, B Ommer, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2014
42014
Jack the Reader-A Machine Reading Framework
D Weissenborn, P Minervini, T Dettmers, I Augenstein, J Welbl, ...
arXiv preprint arXiv:1806.08727, 2018
22018
Achieving verified robustness to symbol substitutions via interval bound propagation
PS Huang, R Stanforth, J Welbl, C Dyer, D Yogatama, S Gowal, ...
arXiv preprint arXiv:1909.01492, 2019
12019
Reducing Sentiment Bias in Language Models via Counterfactual Evaluation
PS Huang, H Zhang, R Jiang, R Stanforth, J Welbl, J Rae, V Maini, ...
arXiv preprint arXiv:1911.03064, 2019
2019
Making sense of sensory input
R Evans, J Hernandez-Orallo, J Welbl, P Kohli, M Sergot
arXiv preprint arXiv:1910.02227, 2019
2019
Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)
I Augenstein, S Gella, S Ruder, K Kann, B Can, J Welbl, A Conneau, ...
Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP …, 2019
2019
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