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Natural Language Processing

47,076 papers (54 classified directly here)

Subtopics

Applications (26,986) Resources & Methods (16,283) Generation (11,966) Understanding (7,071)

Papers per year

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Papers (including subtopics)

Symmetric Correspondence Topic Models for Multilingual Text Analysis NIPS 2012
Factorial LDA: Sparse Multi-Dimensional Text Models NIPS 2012
Joint Modeling of a Matrix with Associated Text via Latent Binary Features NIPS 2012
MAP Inference in Chains using Column Generation NIPS 2012
Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes NIPS 2012
Learned Prioritization for Trading Off Accuracy and Speed NIPS 2012
Monte Carlo Methods for Maximum Margin Supervised Topic Models NIPS 2012
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs NIPS 2012
A Neural Autoregressive Topic Model NIPS 2012
Online L1-Dictionary Learning with Application to Novel Document Detection NIPS 2012
More Is Better: Large Scale Partially-supervised Sentiment Classification ACML 2012
Deterministic Annealing for Semi-Supervised Structured Output Learning AISTATS 2012
Large-Margin Learning of Submodular Summarization Models EACL 2012
Hope and Fear for Discriminative Training of Statistical Translation Models JMLR 2012
Pattern for Python JMLR 2012
A Topic Modeling Toolbox Using Belief Propagation JMLR 2012
Unified Extraction of Health Condition Descriptions NAACL 2012
*SEM 2012 Shared Task: Resolving the Scope and Focus of Negation SEMEVAL 2012
The Doubly Correlated Nonparametric Topic Model NIPS 2011
Large-Scale Sparse Principal Component Analysis with Application to Text Data NIPS 2011
Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection NIPS 2011
Complexity of Inference in Latent Dirichlet Allocation NIPS 2011
Im2Text: Describing Images Using 1 Million Captioned Photographs NIPS 2011
Improving Topic Coherence with Regularized Topic Models NIPS 2011
Multi-View Learning of Word Embeddings via CCA NIPS 2011