Concepedia

Ramesh Nallapati

RN

60

Publications

10.8K

Citations

36

H-Index

2002

Active since

Affiliations

Amazon (United States)(Current)

Carnegie Mellon University

University of Massachusetts Amherst

Amazon (Germany)

Stanford University

Ramesh Nallapati is an author at Amazon (United States) specializing in engineering, natural language processing, and text mining.

Top concepts

EngineeringNatural Language ProcessingText MiningComputational LinguisticsData ScienceMachine TranslationLinguisticsLanguageMachine LearningCorpus Linguistics

Publications per year

2002–2023

60

Publications

60

Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond

Ramesh Nallapati, Bowen Zhou, Cícero dos Santos et al. · 2016 · 2.2K citations · Full text

Daniel Ramage, David Hall, Ramesh Nallapati et al. · 2009 · 1.2K citations · Full text

Engineering, Part-of-speech Tagging, Semantic Web +16

SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents

Ramesh Nallapati, Feifei Zhai, Bowen Zhou · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 949 citations · Full text

Natural Language Processing, Sequence Modelling, Engineering +14

SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents

Ramesh Nallapati, Feifei Zhai, Bowen Zhou · arXiv (Cornell University) · 2016 · 749 citations · Full text

Natural Language Processing, Sequence Modelling, Engineering +14

Multi-instance Multi-label Learning for Relation Extraction

Mihai Surdeanu, Julie Tibshirani, Ramesh Nallapati et al. · 2012 · 682 citations

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