Ramesh Maruthi Nallapati
Ramesh Maruthi Nallapati
Principal Applied Scientist, Amazon AWS AI
Adresse e-mail validée de amazon.com
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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
14272009
Abstractive text summarization using sequence-to-sequence rnns and beyond
R Nallapati, B Zhou, C Gulcehre, B Xiang
arXiv preprint arXiv:1602.06023, 2016
10352016
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
6302012
Summarunner: A recurrent neural network based sequence model for extractive summarization of documents
R Nallapati, F Zhai, B Zhou
arXiv preprint arXiv:1611.04230, 2016
5072016
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
4572008
Pointing the unknown words
C Gulcehre, S Ahn, R Nallapati, B Zhou, Y Bengio
arXiv preprint arXiv:1603.08148, 2016
3952016
Discriminative models for information retrieval
R Nallapati
Proceedings of the 27th annual international ACM SIGIR conference on …, 2004
3562004
Event threading within news topics
R Nallapati, A Feng, F Peng, J Allan
Proceedings of the thirteenth ACM international conference on Information …, 2004
3022004
Conservation properties of unstructured staggered mesh schemes
B Perot
Journal of Computational Physics 159 (1), 58-89, 2000
2882000
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
2492007
Link-PLSA-LDA: A New Unsupervised Model for Topics and Influence of Blogs.
R Nallapati, WW Cohen
Icwsm, 84-92, 2008
1602008
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
1132003
Sequence-to-sequence rnns for text summarization
R Nallapati, B Xiang, B Zhou
1102016
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
1062002
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
Ocgan: One-class novelty detection using gans with constrained latent representations
P Perera, R Nallapati, B Xiang
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
672019
UMass at TDT 2002
J Allan, V Lavrenko, R Nallapati
Topic Detection and Tracking: Workshop, 2002
672002
Semantic language models for topic detection and tracking
R Nallapati
Proceedings of the HLT-NAACL 2003 student research workshop, 1-6, 2003
622003
Exploiting feature hierarchy for transfer learning in named entity recognition
A Arnold, R Nallapati, W Cohen
Proceedings of ACL-08: HLT, 245-253, 2008
582008
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