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Ramesh Maruthi Nallapati
Ramesh Maruthi Nallapati
Principal Applied Scientist, Amazon AWS AI
Verified email at amazon.com
Title
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Cited by
Year
Abstractive text summarization using sequence-to-sequence rnns and beyond
R Nallapati, B Zhou, C Gulcehre, B Xiang
arXiv preprint arXiv:1602.06023, 2016
19432016
Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora
D Ramage, D Hall, R Nallapati, CD Manning
Proceedings of the 2009 conference on empirical methods in natural language …, 2009
17152009
Summarunner: A recurrent neural network based sequence model for extractive summarization of documents
R Nallapati, F Zhai, B Zhou
Thirty-first AAAI conference on artificial intelligence, 2017
11202017
Multi-instance multi-label learning for relation extraction
M Surdeanu, J Tibshirani, R Nallapati, CD Manning
Proceedings of the 2012 joint conference on empirical methods in natural …, 2012
8132012
Pointing the unknown words
C Gulcehre, S Ahn, R Nallapati, B Zhou, Y Bengio
arXiv preprint arXiv:1603.08148, 2016
5922016
Joint latent topic models for text and citations
RM Nallapati, A Ahmed, EP Xing, WW Cohen
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
5232008
Discriminative models for information retrieval
R Nallapati
Proceedings of the 27th annual international ACM SIGIR conference on …, 2004
3902004
Ocgan: One-class novelty detection using gans with constrained latent representations
P Perera, R Nallapati, B Xiang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
3522019
A comparative study of methods for transductive transfer learning
A Arnold, R Nallapati, WW Cohen
Seventh IEEE international conference on data mining workshops (ICDMW 2007 …, 2007
3282007
Event threading within news topics
R Nallapati, A Feng, F Peng, J Allan
Proceedings of the thirteenth ACM international conference on Information …, 2004
3252004
Link-PLSA-LDA: A new unsupervised model for topics and influence of blogs
R Nallapati, W Cohen
Proceedings of the International AAAI Conference on Web and Social Media 2 …, 2008
1762008
Multi-passage bert: A globally normalized bert model for open-domain question answering
Z Wang, P Ng, X Ma, R Nallapati, B Xiang
arXiv preprint arXiv:1908.08167, 2019
1692019
Sequence-to-sequence rnns for text summarization
R Nallapati, B Xiang, B Zhou
1602016
A moving unstructured staggered mesh method for the simulation of incompressible free-surface flows
B Perot, R Nallapati
Journal of computational physics 184 (1), 192-214, 2003
1302003
Capturing term dependencies using a language model based on sentence trees
R Nallapati, J Allan
Proceedings of the eleventh international conference on Information and …, 2002
962002
Parallelized variational EM for latent Dirichlet allocation: An experimental evaluation of speed and scalability
R Nallapati, W Cohen, J Lafferty
Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007 …, 2007
892007
Multiscale topic tomography
RM Nallapati, S Ditmore, JD Lafferty, K Ung
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
882007
Classify or select: Neural architectures for extractive document summarization
R Nallapati, B Zhou, M Ma
arXiv preprint arXiv:1611.04244, 2016
852016
Elastic machine learning algorithms in amazon sagemaker
E Liberty, Z Karnin, B Xiang, L Rouesnel, B Coskun, R Nallapati, ...
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
732020
UMass at TDT 2002
J Allan, V Lavrenko, R Nallapati
Topic Detection and Tracking: Workshop, 2002
692002
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Articles 1–20