Topic Modelling of Empirical Text Corpora: Validity, Reliability, and Reproducibility in Comparison to Semantic Maps Jun 4, 2018 Decision Making Topic Models
— Unverified Transfer Topic Labeling with Domain-Specific Knowledge Base: An Analysis of UK House of Commons Speeches 1935-2014 Jun 3, 2018 Topic Models
— Unverified Di-LSTM Contrast : A Deep Neural Network for Metaphor Detection Jun 1, 2018 POS Topic Models
— Unverified Deep Dirichlet Multinomial Regression Jun 1, 2018 Articles regression
Code Code Available Deep Dungeons and Dragons: Learning Character-Action Interactions from Role-Playing Game Transcripts Jun 1, 2018 Topic Models
— Unverified Relevant Emotion Ranking from Text Constrained with Emotion Relationships Jun 1, 2018 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
— Unverified Neural Storyline Extraction Model for Storyline Generation from News Articles Jun 1, 2018 Articles Topic Models
— Unverified A fast algorithm with minimax optimal guarantees for topic models with an unknown number of topics May 17, 2018 Topic Models valid
Code Code Available Sarcasm Target Identification: Dataset and An Introductory Approach May 1, 2018 Sarcasm Detection Sentiment Analysis
Code Code Available Metaphor Suggestions based on a Semantic Metaphor Repository May 1, 2018 Semantic Textual Similarity Topic Models
— Unverified Retrofitting Word Representations for Unsupervised Sense Aware Word Similarities May 1, 2018 Named Entity Recognition (NER) Question Answering
— Unverified Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation Apr 26, 2018 Topic Models
— Unverified Predicting Good Configurations for GitHub and Stack Overflow Topic Models Apr 13, 2018 Feature Importance Topic Models
— Unverified Learning Topics using Semantic Locality Apr 11, 2018 Topic Models
— Unverified Towards Training Probabilistic Topic Models on Neuromorphic Multi-chip Systems Apr 10, 2018 Stochastic Optimization Topic Models
— Unverified Microblog Topic Identification using Linked Open Data Apr 6, 2018 Entity Linking Topic Models
— Unverified Computer-Assisted Text Analysis for Social Science: Topic Models and Beyond Mar 29, 2018 Causal Inference Topic Models
— Unverified Scalable Generalized Dynamic Topic Models Mar 21, 2018 Event Detection Gaussian Processes
Code Code Available Application of Rényi and Tsallis Entropies to Topic Modeling Optimization Feb 28, 2018 Topic Models
— Unverified Classifying Idiomatic and Literal Expressions Using Topic Models and Intensity of Emotions Feb 27, 2018 Clustering Outlier Detection
Code Code Available The Development of Darwin's Origin of Species Feb 26, 2018 Topic Models
— Unverified Learning Topic Models by Neighborhood Aggregation Feb 22, 2018 Document Classification Topic Models
— Unverified Discovering Hidden Topical Hubs and Authorities in Online Social Networks Feb 20, 2018 Topic Models
— Unverified Attention based Sentence Extraction from Scientific Articles using Pseudo-Labeled data Feb 13, 2018 Articles Sentence
— Unverified Large-Scale Validation of Hypothesis Generation Systems via Candidate Ranking Feb 11, 2018 Topic Models
— Unverified An Instability in Variational Inference for Topic Models Feb 2, 2018 Articles Topic Models
— Unverified Netizen-Style Commenting on Fashion Photos: Dataset and Diversity Measures Jan 31, 2018 Cultural Vocal Bursts Intensity Prediction Diversity
— Unverified Creative Exploration Using Topic Based Bisociative Networks Jan 30, 2018 Topic Models
— Unverified Topic Modeling on Health Journals with Regularized Variational Inference Jan 15, 2018 Topic Models Variational Inference
Code Code Available Knowledge-based Word Sense Disambiguation using Topic Models Jan 5, 2018 Sentence Topic Models
— Unverified Advice from the Oracle: Really Intelligent Information Retrieval Jan 2, 2018 Information Retrieval Retrieval
— Unverified A Bayesian Nonparametric Topic Model with Variational Auto-Encoders Jan 1, 2018 Representation Learning Retrieval
— Unverified Multilingual Topic Models Dec 18, 2017 Articles Topic Models
— Unverified A Novel Document Generation Process for Topic Detection based on Hierarchical Latent Tree Models Dec 12, 2017 Topic Models
— Unverified Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models Dec 1, 2017 Gaussian Processes Topic Models
— Unverified Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes Dec 1, 2017 Decision Making Deep Reinforcement Learning
— Unverified Prediction-Constrained Topic Models for Antidepressant Recommendation Dec 1, 2017 Prediction Topic Models
— Unverified Feature discovery and visualization of robot mission data using convolutional autoencoders and Bayesian nonparametric topic models Nov 30, 2017 Scene Understanding Topic Models
— Unverified State Space LSTM Models with Particle MCMC Inference Nov 30, 2017 State Space Models Topic Models
— Unverified Application of Natural Language Processing to Determine User Satisfaction in Public Services Nov 21, 2017 Decision Making Topic Models
— Unverified A Double Parametric Bootstrap Test for Topic Models Nov 19, 2017 Topic Models
— Unverified Prior-aware Dual Decomposition: Document-specific Topic Inference for Spectral Topic Models Nov 19, 2017 Topic Models
— Unverified Identifying Patterns of Associated-Conditions through Topic Models of Electronic Medical Records Nov 17, 2017 Prognosis Topic Models
— Unverified Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time Nov 15, 2017 Articles Dynamic Topic Modeling
— Unverified Interpretable probabilistic embeddings: bridging the gap between topic models and neural networks Nov 11, 2017 Topic Models Word Similarity
— Unverified Taking into account Inter-sentence Similarity for Update Summarization Nov 1, 2017 Document Summarization Extractive Summarization
— Unverified Information Bottleneck Inspired Method For Chat Text Segmentation Nov 1, 2017 Representation Learning Text Generation
— Unverified Convergence Rates of Latent Topic Models Under Relaxed Identifiability Conditions Oct 30, 2017 Topic Models
— Unverified Topic Modeling based on Keywords and Context Oct 7, 2017 General Classification Topic Models
Code Code Available SpectralLeader: Online Spectral Learning for Single Topic Models Sep 21, 2017 Topic Models
— Unverified 