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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)

Neural Word Embedding as Implicit Matrix Factorization NIPS 2014
Deep Recursive Neural Networks for Compositionality in Language NIPS 2014
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations NIPS 2014
Joint Syntactic and Semantic Parsing with Combinatory Categorial Grammar ACL 2014
Learning Bilingual Word Representations by Marginalizing Alignments ACL 2014
Dual online inference for latent Dirichlet allocation ACML 2014
Efficient Distributed Topic Modeling with Provable Guarantees AISTATS 2014
What are You Talking About? Text-to-Image Coreference CVPR 2014
Modelling the Lexicon in Unsupervised Part of Speech Induction EACL 2014
PCFG Induction for Unsupervised Parsing and Language Modelling EMNLP 2014
The Inverse Regression Topic Model ICML 2014
Distributed Representations of Sentences and Documents ICML 2014
Compositional Morphology for Word Representations and Language Modelling ICML 2014
Learning and using language via recursive pragmatic reasoning about other agents NIPS 2013
A Novel Two-Step Method for Cross Language Representation Learning NIPS 2013
Training and Analysing Deep Recurrent Neural Networks NIPS 2013
Scalable Inference for Logistic-Normal Topic Models NIPS 2013
Compressive Feature Learning NIPS 2013
Sparse Additive Text Models with Low Rank Background NIPS 2013
A Deep Architecture for Matching Short Texts NIPS 2013
Documents as multiple overlapping windows into grids of counts NIPS 2013
Distributed Representations of Words and Phrases and their Compositionality NIPS 2013
Learning word embeddings efficiently with noise-contrastive estimation NIPS 2013
Lexical and Hierarchical Topic Regression NIPS 2013
Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion NIPS 2013