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Yoav Goldberg
Yoav Goldberg
Professor, Bar Ilan University. Research Director, AI2-Israel
Geverifieerd e-mailadres voor cs.biu.ac.il - Homepage
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Neural Word Embedding as Implicit Matrix Factorization
O Levy, Y Goldberg
Advances in Neural Information Processing Systems, 2177-2185, 2014
23282014
word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method
Y Goldberg, O Levy
arXiv preprint arXiv:1402.3722, 2014
20062014
Improving distributional similarity with lessons learned from word embeddings
O Levy, Y Goldberg, I Dagan
Transactions of the Association for Computational Linguistics 3, 211-225, 2015
16462015
Dependency-Based Word Embeddings.
O Levy, Y Goldberg
ACL (2), 302-308, 2014
15632014
Neural Network Methods for Natural Language Processing
Y Goldberg
Synthesis Lectures on Human Language Technologies 10 (1), 1-309, 2017
14682017
Universal dependencies v1: A multilingual treebank collection
J Nivre, MC de Marneffe, F Ginter, Y Goldberg, J Hajic, CD Manning, ...
Proceedings of the 10th International Conference on Language Resources and …, 2016
14372016
A primer on neural network models for natural language processing
Y Goldberg
Journal of Artificial Intelligence Research 57, 345-420, 2016
12742016
Assessing the ability of LSTMs to learn syntax-sensitive dependencies
T Linzen, E Dupoux, Y Goldberg
Transactions of the Association for Computational Linguistics 4, 521-535, 2016
8252016
Simple and accurate dependency parsing using bidirectional LSTM feature representations
E Kiperwasser, Y Goldberg
Transactions of the Association for Computational Linguistics 4, 313-327, 2016
7272016
Linguistic regularities in sparse and explicit word representations
O Levy, Y Goldberg
CoNLL-2014, 171, 2014
7042014
Universal Dependency Annotation for Multilingual Parsing.
RT McDonald, J Nivre, Y Quirmbach-Brundage, Y Goldberg, D Das, ...
ACL (2), 92-97, 2013
6562013
Universal Dependency Annotation for Multilingual Parsing.
RT McDonald, J Nivre, Y Quirmbach-Brundage, Y Goldberg, D Das, ...
ACL (2), 92-97, 2013
6562013
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks
Y Adi, E Kermany, Y Belinkov, O Lavi, Y Goldberg
arXiv preprint arXiv:1608.04207, 2016
5162016
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them
H Gonen, Y Goldberg
arXiv preprint arXiv:1903.03862, 2019
4832019
Deep multi-task learning with low level tasks supervised at lower layers
A Søgaard, Y Goldberg
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
4812016
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss
B Plank, A Søgaard, Y Goldberg
arXiv preprint arXiv:1604.05529, 2016
4792016
Assessing BERT's Syntactic Abilities
Y Goldberg
arXiv preprint arXiv:1901.05287, 2019
4322019
Breaking NLI Systems with Sentences that Require Simple Lexical Inferences
M Glockner, V Shwartz, Y Goldberg
arXiv preprint arXiv:1805.02266, 2018
3402018
Towards Faithfully Interpretable NLP Systems: How should we define and evaluate faithfulness?
A Jacovi, Y Goldberg
arXiv preprint arXiv:2004.03685, 2020
3222020
Controlling Linguistic Style Aspects in Neural Language Generation
J Ficler, Y Goldberg
arXiv preprint arXiv:1707.02633, 2017
2762017
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Artikelen 1–20