Precision-Recall Balanced Topic Modelling Dec 1, 2019 Dimensionality Reduction Information Retrieval
— Unverified Legal document retrieval across languages: topic hierarchies based on synsets Nov 28, 2019 Retrieval Semantic Similarity
— Unverified Tracing State-Level Obesity Prevalence from Sentence Embeddings of Tweets: A Feasibility Study Nov 26, 2019 Clustering Sentence
— Unverified Discovering topics with neural topic models built from PLSA assumptions Nov 25, 2019 Document Embedding Topic Models
— Unverified FLATM: A Fuzzy Logic Approach Topic Model for Medical Documents Nov 25, 2019 Clustering Document Classification
— Unverified Topical Phrase Extraction from Clinical Reports by Incorporating both Local and Global Context Nov 22, 2019 Topic Models Word Embeddings
— Unverified A Coefficient of Determination for Probabilistic Topic Models Nov 20, 2019 Topic Models
Code Code Available Prediction Focused Topic Models for Electronic Health Records Nov 15, 2019 Prediction Topic Models
— Unverified Practical Correlated Topic Modeling and Analysis via the Rectified Anchor Word Algorithm Nov 1, 2019 Topic Models
— Unverified Statistical Model Aggregation via Parameter Matching Nov 1, 2019 Gaussian Processes model
Code Code Available Hey Siri. Ok Google. Alexa: A topic modeling of user reviews for smart speakers Nov 1, 2019 Topic Models
— Unverified A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability Nov 1, 2019 Topic Models
— Unverified Neural Topic Model with Reinforcement Learning Nov 1, 2019 model reinforcement-learning
— Unverified Deep topic modeling by multilayer bootstrap network and lasso Oct 24, 2019 Clustering Dimensionality Reduction
— Unverified Rapid Model Comparison by Amortizing Across Models Oct 16, 2019 model Topic Models
Code Code Available Prediction Focused Topic Models via Feature Selection Oct 12, 2019 feature selection Prediction
Code Code Available Lifelong Neural Topic Learning in Contextualized Autoregressive Topic Models of Language via Informative Transfers Sep 29, 2019 Data Augmentation Hallucination
— Unverified Best feature performance in codeswitched hate speech texts Sep 25, 2019 Topic Models
— Unverified Discovering Topics With Neural Topic Models Built From PLSA Loss Sep 25, 2019 Document Embedding Topic Models
— Unverified PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space Sep 25, 2019 Topic Models
— Unverified Diachronic Topics in New High German Poetry Sep 24, 2019 Authorship Attribution Topic Models
— Unverified Multi Sense Embeddings from Topic Models Sep 17, 2019 Topic Models Word Embeddings
— Unverified Neural Embedding Allocation: Distributed Representations of Topic Models Sep 10, 2019 Document Embedding Topic Models
— Unverified Evaluating Topic Quality with Posterior Variability Sep 8, 2019 Bayesian Inference Topic Models
Code Code Available Discriminative Topic Modeling with Logistic LDA Sep 3, 2019 Topic Models
Code Code Available Leveraging Just a Few Keywords for Fine-Grained Aspect Detection Through Weakly Supervised Co-Training Sep 1, 2019 Aspect Category Detection Opinion Mining
Code Code Available Multilingual Dynamic Topic Model Sep 1, 2019 Articles model
— Unverified Online influence, offline violence: Language Use on YouTube surrounding the 'Unite the Right' rally Aug 30, 2019 Topic Models
— Unverified Learning document embeddings along with their uncertainties Aug 20, 2019 Topic Models Variational Inference
Code Code Available Discriminative Topic Mining via Category-Name Guided Text Embedding Aug 20, 2019 Document Classification General Classification
Code Code Available The Dynamic Embedded Topic Model Jul 12, 2019 Articles model
Code Code Available La g\'en\'eration automatique de po\'esie en fran (Automatic Poetry Generation in French) Jul 1, 2019 Topic Models
— Unverified Leveraging Meta Information in Short Text Aggregation Jul 1, 2019 Clustering Topic Models
— Unverified Interactive Topic Modeling with Anchor Words Jun 18, 2019 Topic Models
— Unverified Analyses of Multi-collection Corpora via Compound Topic Modeling Jun 17, 2019 Topic Models Variational Inference
Code Code Available Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models Jun 6, 2019 Topic Models
Code Code Available Scalable Collapsed Inference for High-Dimensional Topic Models Jun 1, 2019 Topic Models Vocal Bursts Intensity Prediction
Code Code Available Analyzing Bayesian Crosslingual Transfer in Topic Models Jun 1, 2019 Topic Models
— Unverified Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process Jun 1, 2019 Document Classification General Classification
— Unverified Sign Clustering and Topic Extraction in Proto-Elamite Jun 1, 2019 Clustering Decipherment
Code Code Available Why Didn't You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models May 23, 2019 Topic Models
— Unverified Microblog Hashtag Generation via Encoding Conversation Contexts May 18, 2019 Topic Models
Code Code Available Automatic Evaluation of Local Topic Quality May 18, 2019 Topic Models
— Unverified Nested Variational Autoencoder for Topic Modeling on Microtexts with Word Vectors May 1, 2019 Topic Models Word Embeddings
Code Code Available Tracing Forum Posts to MOOC Content using Topic Analysis Apr 15, 2019 Clustering Topic Models
Code Code Available A framework for streamlined statistical prediction using topic models Apr 15, 2019 Dimensionality Reduction Topic Models
— Unverified Finding a latent k-simplex in O(k . nnz(data)) time via Subset Smoothing Apr 14, 2019 Clustering Community Detection
— Unverified Deep Topic Models for Multi-label Learning Apr 13, 2019 Multi-Label Learning Topic Models
— Unverified Mixing syntagmatic and paradigmatic information for concept detection Apr 9, 2019 Topic Models Word Embeddings
— Unverified Training Neural Networks for Aspect Extraction Using Descriptive Keywords Only Mar 14, 2019 Aspect Extraction Descriptive
— Unverified 