Manaal Faruqui
Manaal Faruqui
Research Scientist, Google
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Retrofitting Word Vectors to Semantic Lexicons
M Faruqui, J Dodge, SK Jauhar, C Dyer, E Hovy, NA Smith
Proceedings of NAACL, 2015
8972015
Improving Vector Space Word Representations Using Multilingual Correlation
M Faruqui, C Dyer
Proceedings of EACL, 2014
6162014
Dynet: The dynamic neural network toolkit
G Neubig, C Dyer, Y Goldberg, A Matthews, W Ammar, A Anastasopoulos, ...
arXiv preprint arXiv:1701.03980, 2017
376*2017
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks
M Faruqui, Y Tsvetkov, P Rastogi, C Dyer
First Workshop on Evaluating Vector Space Representations for NLP, 2016
2702016
Cross-lingual Models of Word Embeddings: An Empirical Comparison
S Upadhyay, M Faruqui, C Dyer, D Roth
Proc. of ACL, 2016
1772016
CoNLL-SIGMORPHON 2017 shared task: Universal morphological reinflection in 52 languages
R Cotterell, C Kirov, J Sylak-Glassman, G Walther, E Vylomova, P Xia, ...
arXiv preprint arXiv:1706.09031, 2017
1612017
Sparse overcomplete word vector representations
M Faruqui, Y Tsvetkov, D Yogatama, C Dyer, N Smith
Proceedings of ACL, 2015
1592015
Evaluation of Word Vector Representations by Subspace Alignment
Y Tsvetkov, M Faruqui, W Ling, G Lample, C Dyer
Proc. of EMNLP, 2015
1562015
Training and Evaluating a German Named Entity Recognizer with Semantic Generalization
M Faruqui, S Padó
Proceedings of KONVENS, 2010
1522010
Morphological Inflection Generation Using Character Sequence to Sequence Learning
M Faruqui, Y Tsvetkov, G Neubig, C Dyer
Proceedings of NAACL, 2016
1322016
Community Evaluation and Exchange of Word Vectors at wordvectors.org
M Faruqui, C Dyer
ACL System Demonstrations, 2014
1252014
UniMorph 2.0: universal morphology
C Kirov, R Cotterell, J Sylak-Glassman, G Walther, E Vylomova, P Xia, ...
arXiv preprint arXiv:1810.11101, 2018
912018
Non-distributional Word Vector Representations
M Faruqui, C Dyer
Proceedings of ACL, 2015
792015
Multilingual Open Relation Extraction Using Cross-lingual Projection
M Faruqui, S Kumar
Proceedings of NAACL, 2015
682015
Totto: A controlled table-to-text generation dataset
AP Parikh, X Wang, S Gehrmann, M Faruqui, B Dhingra, D Yang, D Das
Proc. of EMNLP, 2020
612020
Attention interpretability across nlp tasks
S Vashishth, S Upadhyay, GS Tomar, M Faruqui
arXiv preprint arXiv:1909.11218, 2019
612019
Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning
Y Tsvetkov, S Sitaram, M Faruqui, G Lample, P Littell, D Mortensen, ...
Proc. of NAACL, 2016
592016
Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning
Y Tsvetkov, M Faruqui, W Ling, C Dyer
Proc. of ACL, 2016
592016
Learning word representations with hierarchical sparse coding
D Yogatama, M Faruqui, C Dyer, NA Smith
Proceedings of ICML, 2015
582015
Handling Divergent Reference Texts when Evaluating Table-to-Text Generation
B Dhingra, M Faruqui, A Parikh, MW Chang, D Das, WW Cohen
Proc. of ACL, 2019
482019
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