A Frame of Mind: Using Statistical Models for Detection of Framing and Agenda Setting Campaigns Jul 1, 2015 Time Series Analysis Topic Models
— Unverified A Computationally Efficient Algorithm for Learning Topical Collocation Models Jul 1, 2015 Document Classification Information Retrieval
— Unverified Gaussian LDA for Topic Models with Word Embeddings Jul 1, 2015 Topic Models Word Embeddings
Code Code Available An Empirical Study of Stochastic Variational Algorithms for the Beta Bernoulli Process Jun 26, 2015 Topic Models Variational Inference
— Unverified Efficient Learning for Undirected Topic Models Jun 24, 2015 General Classification Retrieval
— Unverified Learning Contextualized Semantics from Co-occurring Terms via a Siamese Architecture Jun 17, 2015 Descriptive Information Retrieval
— Unverified Sparse Partially Collapsed MCMC for Parallel Inference in Topic Models Jun 11, 2015 Topic Models
Code Code Available Convolutional Dictionary Learning through Tensor Factorization Jun 10, 2015 Dictionary Learning parameter estimation
— Unverified Beyond LDA: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter Jun 1, 2015 Topic Models
— Unverified Practical issues in developing semantic frameworks for the analysis of verbal fluency data: A Norwegian data case study Jun 1, 2015 Semantic Textual Similarity Topic Models
— Unverified A Method of Accounting Bigrams in Topic Models Jun 1, 2015 Document Summarization Information Retrieval
— Unverified Using Topic Modeling and Similarity Thresholds to Detect Events Jun 1, 2015 Topic Models
— Unverified RevUP: Automatic Gap-Fill Question Generation from Educational Texts Jun 1, 2015 Question Generation Question-Generation
— Unverified A Simple Word Embedding Model for Lexical Substitution Jun 1, 2015 model Topic Models
— Unverified The University of Maryland CLPsych 2015 Shared Task System Jun 1, 2015 Topic Models
— Unverified Unsupervised Topic Modeling for Short Texts Using Distributed Representations of Words Jun 1, 2015 Image Captioning Topic Models
— Unverified Speeding Document Annotation with Topic Models Jun 1, 2015 Document Classification General Classification
— Unverified Topic Models: Accounting Component Structure of Bigrams May 1, 2015 Document Summarization Information Retrieval
— Unverified Short Text Understanding by Leveraging Knowledge into Topic Model May 1, 2015 Topic Models
— Unverified Improving Update Summarization via Supervised ILP and Sentence Reranking May 1, 2015 Clustering Document Summarization
— Unverified TopicCheck: Interactive Alignment for Assessing Topic Model Stability May 1, 2015 Articles model
— Unverified Is Your Anchor Going Up or Down? Fast and Accurate Supervised Topic Models May 1, 2015 Sentiment Analysis Topic Models
— Unverified Incorporating Word Correlation Knowledge into Topic Modeling May 1, 2015 Computational Efficiency Topic Models
— Unverified Learning Contextualized Music Semantics from Tags via a Siamese Network Apr 29, 2015 Information Retrieval Music Information Retrieval
— Unverified Learning Arbitrary Statistical Mixtures of Discrete Distributions Apr 10, 2015 Collaborative Filtering Topic Models
— Unverified Learning Mixed Membership Mallows Models from Pairwise Comparisons Apr 3, 2015 Topic Models
— Unverified Exploiting Fine-grained Syntactic Transfer Features to Predict the Compositionality of German Particle Verbs Apr 1, 2015 Topic Models
— Unverified Nonparametric Relational Topic Models through Dependent Gamma Processes Mar 30, 2015 Clustering Link Prediction
— Unverified On some provably correct cases of variational inference for topic models Mar 23, 2015 Clustering Dictionary Learning
— Unverified Dense v.s. Sparse: A Comparative Study of Sampling Analysis in Scene Classification of High-Resolution Remote Sensing Imagery Feb 4, 2015 Classification General Classification
— Unverified User Clustering in Online Advertising via Topic Models Jan 26, 2015 Clustering Topic Models
— Unverified Autodetection and Classification of Hidden Cultural City Districts from Yelp Reviews Jan 12, 2015 Clustering General Classification
— Unverified A Sense-Topic Model for Word Sense Induction with Unsupervised Data Enrichment Jan 1, 2015 Topic Models Word Embeddings
— Unverified Sprite: Generalizing Topic Models with Structured Priors Jan 1, 2015 Topic Models
— Unverified Unsupervised Declarative Knowledge Induction for Constraint-Based Learning of Information Structure in Scientific Documents Jan 1, 2015 Topic Models
— Unverified Word Network Topic Model: A Simple but General Solution for Short and Imbalanced Texts Dec 17, 2014 Topic Models
— Unverified Application of Topic Models to Judgments from Public Procurement Domain Dec 16, 2014 Information Retrieval Keyword Extraction
— Unverified A Scalable Asynchronous Distributed Algorithm for Topic Modeling Dec 16, 2014 Topic Models
Code Code Available LightLDA: Big Topic Models on Modest Compute Clusters Dec 4, 2014 Topic Models
Code Code Available Semantic Frame-based Statistical Approach for Topic Detection Dec 1, 2014 Information Retrieval Topic Models
— Unverified Learning a Concept Hierarchy from Multi-labeled Documents Dec 1, 2014 Missing Labels Topic Models
— Unverified Spectral Methods for Supervised Topic Models Dec 1, 2014 Topic Models
— Unverified Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs Dec 1, 2014 Topic Models
— Unverified Coarse-grained Cross-lingual Alignment of Comparable Texts with Topic Models and Encyclopedic Knowledge Nov 28, 2014 Topic Models
— Unverified Model-Parallel Inference for Big Topic Models Nov 10, 2014 model Topic Models
— Unverified Modeling Word Relatedness in Latent Dirichlet Allocation Nov 10, 2014 Topic Models
— Unverified Eigenvectors of Orthogonally Decomposable Functions Nov 5, 2014 Clustering Topic Models
— Unverified Exploring Temporal Patterns in Emergency Department Triage Notes with Topic Models Nov 1, 2014 Mortality Prediction Topic Models
— Unverified A provable SVD-based algorithm for learning topics in dominant admixture corpus Oct 26, 2014 Topic Models
— Unverified Model Selection for Topic Models via Spectral Decomposition Oct 23, 2014 model Model Selection
— Unverified 