Ramesh Maruthi Nallapati
Ramesh Maruthi Nallapati
Principal Applied Scientist, Amazon AWS AI
Verified email at amazon.com
Cited by
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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
Abstractive text summarization using sequence-to-sequence rnns and beyond
R Nallapati, B Zhou, C Gulcehre, B Xiang
arXiv preprint arXiv:1602.06023, 2016
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
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
Pointing the unknown words
C Gulcehre, S Ahn, R Nallapati, B Zhou, Y Bengio
arXiv preprint arXiv:1603.08148, 2016
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
Discriminative models for information retrieval
R Nallapati
Proceedings of the 27th annual international ACM SIGIR conference on …, 2004
Event threading within news topics
R Nallapati, A Feng, F Peng, J Allan
Proceedings of the thirteenth ACM international conference on Information …, 2004
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
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
Link-PLSA-LDA: A New Unsupervised Model for Topics and Influence of Blogs.
R Nallapati, WW Cohen
Icwsm, 84-92, 2008
Sequence-to-sequence rnns for text summarization
R Nallapati, B Xiang, B Zhou
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
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
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
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
Multiscale topic tomography
RM Nallapati, S Ditmore, JD Lafferty, K Ung
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
UMass at TDT 2002
J Allan, V Lavrenko, R Nallapati
Topic Detection and Tracking: Workshop, 2002
Classify or select: Neural architectures for extractive document summarization
R Nallapati, B Zhou, M Ma
arXiv preprint arXiv:1611.04244, 2016
Semantic language models for topic detection and tracking
R Nallapati
Proceedings of the HLT-NAACL 2003 student research workshop, 1-6, 2003
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