Ramesh Nallapati

According to our database1, Ramesh Nallapati authored at least 32 papers between 2002 and 2018.

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Bibliography

2018
Coherence-Aware Neural Topic Modeling.
CoRR, 2018

Coherence-Aware Neural Topic Modeling.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017
SenGen: Sentence Generating Neural Variational Topic Model.
CoRR, 2017

SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents.
CoRR, 2016

Classify or Select: Neural Architectures for Extractive Document Summarization.
CoRR, 2016

Sequence-to-Sequence RNNs for Text Summarization.
CoRR, 2016

Pointing the Unknown Words.
CoRR, 2016

Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond.
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

Pointing the Unknown Words.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Shallow Training is cheap but is it good enough? Experiments with Medical Fact Coding.
Proceedings of the Workshop on Biomedical Natural Language Processing, BioNLP@IJCNLP 2015, 2015

2014
Evaluating Multimedia Features and Fusion for Example-Based Event Detection.
Proceedings of the Fusion in Computer Vision - Understanding Complex Visual Content, 2014

Evaluating multimedia features and fusion for example-based event detection.
Mach. Vis. Appl., 2014

Joint question clustering and relevance prediction for open domain non-factoid question answering.
Proceedings of the 23rd International World Wide Web Conference, 2014

2012
Multi-instance Multi-label Learning for Relation Extraction.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

2011
TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

LeadLag LDA: Estimating Topic Specific Leads and Lags of Information Outlets.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Risk analysis for intellectual property litigation.
Proceedings of the 13th International Conference on Artificial Intelligence and Law, 2011

2009
Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

2008
Joint latent topic models for text and citations.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Link-PLSA-LDA: A New Unsupervised Model for Topics and Influence of Blogs.
Proceedings of the Second International Conference on Weblogs and Social Media, 2008

Legal Docket Classification: Where Machine Learning Stumbles.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Exploiting Feature Hierarchy for Transfer Learning in Named Entity Recognition.
Proceedings of the ACL 2008, 2008

2007
Multiscale topic tomography.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Parallelized Variational EM for Latent Dirichlet Allocation: An Experimental Evaluation of Speed and Scalability.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Sparse Word Graphs: A Scalable Algorithm for Capturing Word Correlations in Topic Models.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

A Comparative Study of Methods for Transductive Transfer Learning.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2004
Discriminative models for information retrieval.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Event threading within news topics.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

2003
Semantic Language Models for Topic Detection and Tracking.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003

Relevant query feedback in statistical language modeling.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

2002
Capturing term dependencies using a language model based on sentence trees.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002


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