Yoav Goldberg
TitleCited byYear
Neural Word Embedding as Implicit Matrix Factorization
O Levy, Y Goldberg
Advances in Neural Information Processing Systems, 2177-2185, 2014
12072014
word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method
Y Goldberg, O Levy
arXiv preprint arXiv:1402.3722, 2014
9102014
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
9072015
Dependency-Based Word Embeddings.
O Levy, Y Goldberg
ACL (2), 302-308, 2014
8432014
A primer on neural network models for natural language processing
Y Goldberg
Journal of Artificial Intelligence Research 57, 345-420, 2016
5682016
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
5582016
Linguistic regularities in sparse and explicit word representations
O Levy, Y Goldberg
CoNLL-2014, 171, 2014
4002014
Universal Dependency Annotation for Multilingual Parsing.
RT McDonald, J Nivre, Y Quirmbach-Brundage, Y Goldberg, D Das, ...
ACL (2), 92-97, 2013
3682013
Universal Dependency Annotation for Multilingual Parsing.
RT McDonald, J Nivre, Y Quirmbach-Brundage, Y Goldberg, D Das, ...
ACL (2), 92-97, 2013
3682013
Neural Network Methods for Natural Language Processing
Y Goldberg
Synthesis Lectures on Human Language Technologies 10 (1), 1-309, 2017
3572017
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
3032016
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
2692016
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
2192016
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
2162016
An efficient algorithm for easy-first non-directional dependency parsing
Y Goldberg, M Elhadad
Human Language Technologies: The 2010 Annual Conference of the North …, 2010
1852010
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
1832016
DyNet: The Dynamic Neural Network Toolkit
G Neubig, C Dyer, Y Goldberg, A Matthews, W Ammar, A Anastasopoulos, ...
arXiv preprint arXiv:1701.03980, 2017
1462017
A dynamic oracle for arc-eager dependency parsing
Y Goldberg, J Nivre
Proceedings of COLING 2012, 959-976, 2012
1292012
A Dataset of Syntactic-Ngrams over Time from a Very Large Corpus of English Books
Y Goldberg, J Orwant
*SEM, 2013
1192013
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method
V Shwartz, Y Goldberg, I Dagan
arXiv preprint arXiv:1603.06076, 2016
1142016
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Articles 1–20