Ramesh Nallapati
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Advanced Text Analysis Techniques, Multimodal Machine Learning Applications, Text and Document Classification Technologies
Most-Cited Works
- → Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond(2016)2,180 cited
- → Labeled LDA(2009)1,200 cited
- → SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents(2017)950 cited
- Multi-instance Multi-label Learning for Relation Extraction(2012)
- → OCGAN: One-Class Novelty Detection Using GANs With Constrained Latent Representations(2019)553 cited
- → Pointing the Unknown Words(2016)473 cited
- → Joint latent topic models for text and citations(2008)413 cited
- → Discriminative models for information retrieval(2004)288 cited