Ramesh Maruthi Nallapati

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Bing XiangPrincipal ScientistVerified email at amazon.com
Bowen ZhouPresident of JD Cloud & AI; IEEE Fellow; Chair of Technology Committee JD.com Group;Verified email at jd.com
Christopher D ManningProfessor of Computer Science and Linguistics, Stanford UniversityVerified email at stanford.edu
William W. CohenGoogle AIVerified email at google.com
James AllanUniversity of Massachusetts AmherstVerified email at cs.umass.edu
Mihai SurdeanuAssociate Professor, Computer Science, University of ArizonaVerified email at email.arizona.edu
Caglar GulcehreResearch Scientist at Deepmind and PhD from MILAVerified email at iro.umontreal.ca
J. Blair PerotProfessor of Mechanical Engineering, University of Massachusetts, AmherstVerified email at acad.umass.edu
Daniel RamageGoogle ResearchVerified email at google.com
David HallMicrosoftVerified email at MICROSOFT.COM
Andrew O. ArnoldSenior Science Manager, Amazon AWS AI LabsVerified email at amazon.com
Amr AhmedSenior Staff Research Scientist, Google AIVerified email at google.com
Eric XingProfessor of Machine Learning, Language Technology, Computer Science, Cargenie Mellon UniversityVerified email at cs.cmu.edu
Julie TibshiraniElasticsearch BVVerified email at cs.stanford.edu
Ram NevatiaVerified email at usc.edu
Fuchun PengResearch ManagerVerified email at fb.com
Ao FengChengdu University of Information TechnologyVerified email at cuit.edu.cn
Daniel McFarlandProfessor of Education, Stanford UniversityVerified email at stanford.edu
Victor LavrenkoLecturer (Assistant Professor) at the University of EdinburghVerified email at inf.ed.ac.uk
Xiaolin ShiSnap Inc.Verified email at snap.com

Ramesh Maruthi Nallapati

Principal Applied Scientist, Amazon AWS AI

Verified email at amazon.com

Artificial Intelligence Deep Learning Natural Language Processing Question Answering Summarization


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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	1469	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	1151	2016
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	653	2012
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	587	2017
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	469	2008
Pointing the unknown words C Gulcehre, S Ahn, R Nallapati, B Zhou, Y Bengio arXiv preprint arXiv:1603.08148, 2016	433	2016
Discriminative models for information retrieval R Nallapati Proceedings of the 27th annual international ACM SIGIR conference on …, 2004	362	2004
Event threading within news topics R Nallapati, A Feng, F Peng, J Allan Proceedings of the thirteenth ACM international conference on Information …, 2004	307	2004
Conservation properties of unstructured staggered mesh schemes B Perot Journal of Computational Physics 159 (1), 58-89, 2000	293	2000
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	262	2007
Link-PLSA-LDA: A New Unsupervised Model for Topics and Influence of Blogs. R Nallapati, WW Cohen Icwsm, 84-92, 2008	163	2008
Sequence-to-sequence rnns for text summarization R Nallapati, B Xiang, B Zhou	120	2016
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	114	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	110	2002
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	95	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	87	2007
Multiscale topic tomography RM Nallapati, S Ditmore, JD Lafferty, K Ung Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	77	2007
UMass at TDT 2002 J Allan, V Lavrenko, R Nallapati Topic Detection and Tracking: Workshop, 2002	67	2002
Semantic language models for topic detection and tracking R Nallapati Proceedings of the HLT-NAACL 2003 student research workshop, 1-6, 2003	64	2003
Exploiting feature hierarchy for transfer learning in named entity recognition A Arnold, R Nallapati, W Cohen Proceedings of ACL-08: HLT, 245-253, 2008	58	2008

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