Ramesh Maruthi Nallapati
Ramesh Maruthi Nallapati
Principal Applied Scientist, Amazon AWS AI
Adresse e-mail validée de amazon.com
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Conditional random fields: Probabilistic models for segmenting and labeling sequence data
J Lafferty, A McCallum, FCN Pereira
150712001
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
14802009
Abstractive text summarization using sequence-to-sequence rnns and beyond
R Nallapati, B Zhou, C Gulcehre, B Xiang
arXiv preprint arXiv:1602.06023, 2016
11552016
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
6582012
Summarunner: A recurrent neural network based sequence model for extractive summarization of documents
R Nallapati, F Zhai, B Zhou
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
5802017
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
4762008
Pointing the unknown words
C Gulcehre, S Ahn, R Nallapati, B Zhou, Y Bengio
arXiv preprint arXiv:1603.08148, 2016
4342016
Discriminative models for information retrieval
R Nallapati
Proceedings of the 27th annual international ACM SIGIR conference on …, 2004
3662004
Event threading within news topics
R Nallapati, A Feng, F Peng, J Allan
Proceedings of the thirteenth ACM international conference on Information …, 2004
3082004
Conservation properties of unstructured staggered mesh schemes
B Perot
Journal of Computational Physics 159 (1), 58-89, 2000
2912000
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
2642007
Link-PLSA-LDA: A New Unsupervised Model for Topics and Influence of Blogs.
R Nallapati, WW Cohen
Icwsm, 84-92, 2008
1692008
Sequence-to-sequence rnns for text summarization
R Nallapati, B Xiang, B Zhou
1212016
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
1122003
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
1002002
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
972019
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
842007
Multiscale topic tomography
RM Nallapati, S Ditmore, JD Lafferty, K Ung
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
762007
UMass at TDT 2002
J Allan, V Lavrenko, R Nallapati
Topic Detection and Tracking: Workshop, 2002
682002
Semantic language models for topic detection and tracking
R Nallapati
Proceedings of the HLT-NAACL 2003 student research workshop, 1-6, 2003
642003
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