A Survey on Bayesian Deep Learning Apr 6, 2016 Deep Learning Object Recognition
Code Code Available Nonparametric Spherical Topic Modeling with Word Embeddings Apr 1, 2016 Topic Models Variational Inference
Code Code Available Recovering Structured Probability Matrices Feb 21, 2016 Collaborative Filtering Community Detection
— Unverified Scaling up Dynamic Topic Models Feb 19, 2016 Time Series Time Series Analysis
Code Code Available Spectral Learning for Supervised Topic Models Feb 19, 2016 regression Topic Models
— Unverified "Draw My Topics": Find Desired Topics fast from large scale of Corpus Feb 3, 2016 Topic Models
— Unverified Comparing Apples to Apple: The Effects of Stemmers on Topic Models Jan 1, 2016 Information Retrieval Semantic Textual Similarity
— Unverified ATD: Anomalous Topic Discovery in High Dimensional Discrete Data Dec 20, 2015 Anomaly Detection Topic Models
Code Code Available Towards Evaluation of Cultural-scale Claims in Light of Topic Model Sampling Effects Dec 15, 2015 Classification General Classification
— Unverified Scalable Modeling of Conversational-role based Self-presentation Characteristics in Large Online Forums Dec 10, 2015 Topic Models Variational Inference
— Unverified Inference in topic models: sparsity and trade-off Dec 10, 2015 Topic Models
Code Code Available Guaranteed inference in topic models Dec 10, 2015 Topic Models
Code Code Available Word Co-occurrence Augmented Topic Model in Short Text Dec 1, 2015 Document Classification Topic Models
— Unverified More Efficient Topic Modelling Through a Noun Only Approach Dec 1, 2015 Intrusion Detection Sentiment Analysis
— Unverified Improving Topic Coherence with Latent Feature Word Representations in MAP Estimation for Topic Modeling Dec 1, 2015 Topic Models
— Unverified Using Multilingual Topic Models for Improved Alignment in English-Hindi MT Dec 1, 2015 Machine Translation Topic Models
— Unverified Deep Poisson Factor Modeling Dec 1, 2015 Topic Models
— Unverified Fixed-Length Poisson MRF: Adding Dependencies to the Multinomial Dec 1, 2015 Topic Models
— Unverified MOOCs Meet Measurement Theory: A Topic-Modelling Approach Nov 25, 2015 Topic Models
— Unverified Neural Variational Inference for Text Processing Nov 19, 2015 Answer Selection Question Answering
Code Code Available Bayesian Analysis of Dynamic Linear Topic Models Nov 12, 2015 Data Augmentation Dynamic Topic Modeling
— Unverified Partial Membership Latent Dirichlet Allocation Nov 9, 2015 parameter estimation Sand
Code Code Available Multi-GPU Distributed Parallel Bayesian Differential Topic Modelling Oct 22, 2015 GPU Topic Models
— Unverified A 'Gibbs-Newton' Technique for Enhanced Inference of Multivariate Polya Parameters and Topic Models Oct 22, 2015 Binary Classification Topic Models
— Unverified Large Enforced Sparse Non-Negative Matrix Factorization Oct 18, 2015 Topic Models
— Unverified A Historical Analysis of the Field of OR/MS using Topic Models Oct 17, 2015 Management Specificity
— Unverified A General Method for Robust Bayesian Modeling Oct 17, 2015 regression Topic Models
— Unverified Pivot-Based Topic Models for Low-Resource Lexicon Extraction Oct 1, 2015 Semantic Textual Similarity Topic Models
— Unverified Cross-lingual Pseudo Relevance Feedback Based on Weak Relevant Topic Alignment Oct 1, 2015 Information Retrieval Topic Models
— Unverified Surrounding Word Sense Model for Japanese All-words Word Sense Disambiguation Oct 1, 2015 All Topic Models
— Unverified Exploration and Exploitation of Victorian Science in Darwin's Reading Notebooks Sep 23, 2015 Decision Making Topic Models
— Unverified Do Distributed Semantic Models Dream of Electric Sheep? Visualizing Word Representations through Image Synthesis Sep 1, 2015 Image Generation Topic Models
— Unverified Document-Level Machine Translation Evaluation with Gist Consistency and Text Cohesion Sep 1, 2015 Document Level Machine Translation Machine Translation
— Unverified Topic Identification and Discovery on Text and Speech Sep 1, 2015 Dimensionality Reduction Speech Recognition
— Unverified Efficient Methods for Incorporating Knowledge into Topic Models Sep 1, 2015 Topic Models
— Unverified Birds of a Feather Linked Together: A Discriminative Topic Model using Link-based Priors Sep 1, 2015 Link Prediction Topic Models
— Unverified EMNLP versus ACL: Analyzing NLP research over time Sep 1, 2015 Topic Models
— Unverified PhraseRNN: Phrase Recursive Neural Network for Aspect-based Sentiment Analysis Sep 1, 2015 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified Necessary and Sufficient Conditions and a Provably Efficient Algorithm for Separable Topic Discovery Aug 23, 2015 Topic Models
— Unverified Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections Aug 19, 2015 Topic Models
Code Code Available End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture Aug 14, 2015 General Classification parameter estimation
Code Code Available Topic Stability over Noisy Sources Aug 5, 2015 Model Selection Optical Character Recognition (OCR)
— Unverified LDAExplore: Visualizing Topic Models Generated Using Latent Dirichlet Allocation Jul 23, 2015 Topic Models
— Unverified User Based Aggregation for Biterm Topic Model Jul 1, 2015 model Product Recommendation
— Unverified A Hierarchical Knowledge Representation for Expert Finding on Social Media Jul 1, 2015 Topic Models Word Embeddings
— Unverified Matrix and Tensor Factorization Methods for Natural Language Processing Jul 1, 2015 Dependency Parsing Knowledge Base Population
— Unverified Extended Topic Model for Word Dependency Jul 1, 2015 model Topic Models
— Unverified Tea Party in the House: A Hierarchical Ideal Point Topic Model and Its Application to Republican Legislators in the 112th Congress Jul 1, 2015 Topic Models
— Unverified Efficient Methods for Inferring Large Sparse Topic Hierarchies Jul 1, 2015 Topic Models
— Unverified KB-LDA: Jointly Learning a Knowledge Base of Hierarchy, Relations, and Facts Jul 1, 2015 Topic Models
— Unverified 