WEAKLY SEMI-SUPERVISED NEURAL TOPIC MODELS Mar 13, 2019 Topic Models
— Unverified Bayesian Allocation Model: Inference by Sequential Monte Carlo for Nonnegative Tensor Factorizations and Topic Models using Polya Urns Mar 11, 2019 Model Selection Topic Models
Code Code Available TopicEq: A Joint Topic and Mathematical Equation Model for Scientific Texts Feb 16, 2019 Articles Language Modelling
— Unverified Vector space explorations of literary language Feb 9, 2019 Topic Models
Code Code Available Towards Autoencoding Variational Inference for Aspect-based Opinion Summary Feb 7, 2019 General Classification Sentiment Analysis
Code Code Available A new evaluation framework for topic modeling algorithms based on synthetic corpora Jan 28, 2019 General Classification Topic Models
Code Code Available Dirichlet Variational Autoencoder Jan 9, 2019 Decoder General Classification
Code Code Available Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings Dec 22, 2018 GPU text-classification
— Unverified Structured Neural Topic Models for Reviews Dec 12, 2018 Sentence Topic Models
— Unverified Multilingual Anchoring: Interactive Topic Modeling and Alignment Across Languages Dec 1, 2018 General Classification Topic Models
Code Code Available Latent Gaussian Activity Propagation: Using Smoothness and Structure to Separate and Localize Sounds in Large Noisy Environments Dec 1, 2018 Bayesian Inference Position
— Unverified A Joint Model of Conversational Discourse Latent Topics on Microblogs Dec 1, 2018 Topic Models
— Unverified Construction and Quality Evaluation of Heterogeneous Hierarchical Topic Models Nov 7, 2018 Topic Models
Code Code Available Dirichlet belief networks for topic structure learning Nov 2, 2018 Topic Models
Code Code Available ATM:Adversarial-neural Topic Model Nov 1, 2018 Articles Event Extraction
— Unverified Visualization of the Topic Space of Argument Search Results in args.me Nov 1, 2018 Topic Models
— Unverified SyntaViz: Visualizing Voice Queries through a Syntax-Driven Hierarchical Ontology Nov 1, 2018 Natural Language Queries Sentiment Analysis
Code Code Available A latent topic model for mining heterogenous non-randomly missing electronic health records data Nov 1, 2018 Collaborative Filtering Topic Models
— Unverified Topic representation: finding more representative words in topic models Oct 23, 2018 Reranking Topic Models
— Unverified Contextual Topic Modeling For Dialog Systems Oct 18, 2018 Chatbot Classification
— Unverified Improving Topic Models with Latent Feature Word Representations Oct 15, 2018 Clustering Document Classification
— Unverified An Empirical Study on Crosslingual Transfer in Probabilistic Topic Models Oct 13, 2018 Topic Models Transfer Learning
— Unverified HiTR: Hierarchical Topic Model Re-estimation for Measuring Topical Diversity of Documents Oct 12, 2018 Diversity Topic Models
Code Code Available textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional Prior Oct 9, 2018 Information Extraction Information Retrieval
Code Code Available An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking Oct 1, 2018 Common Sense Reasoning Emotion Classification
— Unverified Siamese Network-Based Supervised Topic Modeling Oct 1, 2018 General Classification Sentiment Analysis
— Unverified Topic Intrusion for Automatic Topic Model Evaluation Oct 1, 2018 Information Retrieval model
— Unverified Limbic: Author-Based Sentiment Aspect Modeling Regularized with Word Embeddings and Discourse Relations Oct 1, 2018 Diversity General Classification
— Unverified GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model Oct 1, 2018 Recommendation Systems Topic Models
Code Code Available Modeling Temporality of Human Intentions by Domain Adaptation Oct 1, 2018 Decision Making Domain Adaptation
— Unverified Labeled Anchors and a Scalable, Transparent, and Interactive Classifier Oct 1, 2018 Document Classification General Classification
— Unverified Text Similarity in Vector Space Models: A Comparative Study Sep 24, 2018 text similarity Topic Models
— Unverified Document Informed Neural Autoregressive Topic Models with Distributional Prior Sep 15, 2018 Language Modeling Language Modelling
Code Code Available A Joint Model of Conversational Discourse and Latent Topics on Microblogs Sep 11, 2018 Topic Models
— Unverified Coherence-Aware Neural Topic Modeling Sep 7, 2018 Topic Models Variational Inference
Code Code Available Spherical Latent Spaces for Stable Variational Autoencoders Aug 31, 2018 Decoder Language Modeling
Code Code Available Learning Supervised Topic Models for Classification and Regression from Crowds Aug 17, 2018 Classification General Classification
— Unverified Document Informed Neural Autoregressive Topic Models Aug 11, 2018 Language Modeling Language Modelling
Code Code Available Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering Aug 11, 2018 Topic Models
Code Code Available jLDADMM: A Java package for the LDA and DMM topic models Aug 11, 2018 Clustering Topic Models
Code Code Available Real-time Change Point Detection using On-line Topic Models Aug 1, 2018 Articles Change Point Detection
— Unverified Narrative Schema Stability in News Text Aug 1, 2018 Topic Models
— Unverified Learning Multilingual Topics from Incomparable Corpora Aug 1, 2018 Topic Models Transfer Learning
— Unverified Authorless Topic Models: Biasing Models Away from Known Structure Aug 1, 2018 Document Classification Topic Models
Code Code Available Interaction-Aware Topic Model for Microblog Conversations through Network Embedding and User Attention Aug 1, 2018 Network Embedding Representation Learning
— Unverified Identifying Emergent Research Trends by Key Authors and Phrases Aug 1, 2018 Articles Information Retrieval
Code Code Available An Ontology-Based Recommender System with an Application to the Star Trek Television Franchise Jul 31, 2018 Collaborative Filtering Recommendation Systems
Code Code Available Topic Discovery in Massive Text Corpora Based on Min-Hashing Jul 3, 2018 Topic Models
Code Code Available Neural Sparse Topical Coding Jul 1, 2018 Language Modeling Language Modelling
— Unverified PhraseCTM: Correlated Topic Modeling on Phrases within Markov Random Fields Jul 1, 2018 Topic Models
— Unverified 