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Understanding

7,071 papers (37 classified directly here)

Subtopics

Semantic Analysis (2,986) Named Entity Recognition (2,041) Parsing (978) Syntax (773) Coreference Resolution (439) Part-of-Speech Tagging (291) Semantics (143) Morphology (110)

Papers per year

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Papers (including subtopics)

Lexical and Hierarchical Topic Regression NIPS 2013
Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion NIPS 2013
Collapsed Variational Bayesian Inference for Hidden Markov Models AISTATS 2013
A Fast Approximate AIB Algorithm for Distributional Word Clustering CVPR 2013
Identifiability and Unmixing of Latent Parse Trees NIPS 2012
MAP Inference in Chains using Column Generation NIPS 2012
Learned Prioritization for Trading Off Accuracy and Speed NIPS 2012
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs NIPS 2012
*SEM 2012 Shared Task: Resolving the Scope and Focus of Negation SEMEVAL 2012
Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection NIPS 2011
Deep Learning for Efficient Discriminative Parsing AISTATS 2011
Introduction to the Special Topic on Grammar Induction, Representation of Language and Language Learning JMLR 2011
Sphere Embedding: An Application to Part-of-Speech Induction NIPS 2010
Synergies in learning words and their referents NIPS 2010
Learning Word-Class Lattices for Definition and Hypernym Extraction ACL 2010
Discriminative Topic Segmentation of Text and Speech AISTATS 2010
Automatically Producing Plot Unit Representations for Narrative Text EMNLP 2010
Appropriately Handled Prosodic Breaks Help PCFG Parsing NAACL 2010
Nonparametric Bayesian Models for Unsupervised Event Coreference Resolution NIPS 2009
Posterior vs Parameter Sparsity in Latent Variable Models NIPS 2009
Conditional Random Fields with High-Order Features for Sequence Labeling NIPS 2009
Semi-Supervised Training for the Averaged Perceptron POS Tagger EACL 2009
Sense-based Interpretation of Logical Metonymy Using a Statistical Method IJCNLP 2009
Syntactic Topic Models NIPS 2008
Modeling the effects of memory on human online sentence processing with particle filters NIPS 2008