Taylor Berg-Kirkpatrick
Taylor Berg-Kirkpatrick
Verified email at ucsd.edu - Homepage
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Cited by
Learning bilingual lexicons from monolingual corpora
A Haghighi, P Liang, T Berg-Kirkpatrick, D Klein
Proceedings of ACL-08: Hlt, 771-779, 2008
Painless unsupervised learning with features
T Berg-Kirkpatrick, A Bouchard-Côté, J DeNero, D Klein
Human Language Technologies: The 2010 Annual Conference of the North …, 2010
Improved variational autoencoders for text modeling using dilated convolutions
Z Yang, Z Hu, R Salakhutdinov, T Berg-Kirkpatrick
arXiv preprint arXiv:1702.08139, 2017
Jointly learning to extract and compress
T Berg-Kirkpatrick, D Gillick, D Klein
Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011
Learning whom to trust with MACE
D Hovy, T Berg-Kirkpatrick, A Vaswani, E Hovy
Proceedings of the 2013 Conference of the North American Chapter of the …, 2013
Unsupervised text style transfer using language models as discriminators
Z Yang, Z Hu, C Dyer, EP Xing, T Berg-Kirkpatrick
Advances in Neural Information Processing Systems, 7287-7298, 2018
Speaker-follower models for vision-and-language navigation
D Fried, R Hu, V Cirik, A Rohrbach, J Andreas, LP Morency, ...
Advances in Neural Information Processing Systems, 3314-3325, 2018
Learning-based single-document summarization with compression and anaphoricity constraints
G Durrett, T Berg-Kirkpatrick, D Klein
arXiv preprint arXiv:1603.08887, 2016
An empirical investigation of statistical significance in nlp
T Berg-Kirkpatrick, D Burkett, D Klein
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural …, 2012
Lagging inference networks and posterior collapse in variational autoencoders
J He, D Spokoyny, G Neubig, T Berg-Kirkpatrick
arXiv preprint arXiv:1901.05534, 2019
Phylogenetic grammar induction
T Berg-Kirkpatrick, D Klein
Proceedings of the 48th Annual Meeting of the Association for Computational …, 2010
Improved semantic parsers for if-then statements
I Beltagy, C Quirk
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
Tools for automated analysis of cybercriminal markets
RS Portnoff, S Afroz, G Durrett, JK Kummerfeld, T Berg-Kirkpatrick, ...
Proceedings of the 26th International Conference on World Wide Web, 657-666, 2017
Spine: Sparse interpretable neural embeddings
A Subramanian, D Pruthi, H Jhamtani, T Berg-Kirkpatrick, E Hovy
arXiv preprint arXiv:1711.08792, 2017
Unsupervised transcription of piano music
T Berg-Kirkpatrick, J Andreas, D Klein
Advances in neural information processing systems 27, 1538-1546, 2014
Using accelerometers to remotely and automatically characterize behavior in small animals
TT Hammond, D Springthorpe, RE Walsh, T Berg-Kirkpatrick
Journal of Experimental Biology 219 (11), 1618-1624, 2016
Unsupervised transcription of historical documents
T Berg-Kirkpatrick, G Durrett, D Klein
Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013
Using syntax to ground referring expressions in natural images
V Cirik, T Berg-Kirkpatrick, LP Morency
arXiv preprint arXiv:1805.10547, 2018
Efficient correlated topic modeling with topic embedding
J He, Z Hu, T Berg-Kirkpatrick, Y Huang, EP Xing
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
A continuous relaxation of beam search for end-to-end training of neural sequence models
K Goyal, G Neubig, C Dyer, T Berg-Kirkpatrick
arXiv preprint arXiv:1708.00111, 2017
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