AOBTM: Adaptive Online Biterm Topic Modeling for Version Sensitive Short-texts Analysis Sep 13, 2020 Topic Models
Code Code Available ETC-NLG: End-to-end Topic-Conditioned Natural Language Generation Aug 25, 2020 Attribute Computational Efficiency
Code Code Available Top2Vec: Distributed Representations of Topics Aug 19, 2020 Lemmatization Semantic Similarity
Code Code Available Neural Topic Model via Optimal Transport Aug 12, 2020 model Topic Models
Code Code Available A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings Aug 11, 2020 Sentiment Analysis Sentiment Classification
Code Code Available Context Reinforced Neural Topic Modeling over Short Texts Aug 11, 2020 text-classification Text Classification
Code Code Available BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation Aug 5, 2020 Diversity Segmentation
— Unverified Better Early than Late: Fusing Topics with Word Embeddings for Neural Question Paraphrase Identification Jul 22, 2020 Community Question Answering Paraphrase Identification
— Unverified Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding Jul 18, 2020 text-classification Text Classification
Code Code Available Semi-Supervised Learning Approach to Discover Enterprise User Insights from Feedback and Support Jul 18, 2020 Clustering Cultural Vocal Bursts Intensity Prediction
— Unverified The Sparse Hausdorff Moment Problem, with Application to Topic Models Jul 16, 2020 2k Topic Models
— Unverified Neural Topic Models with Survival Supervision: Jointly Predicting Time-to-Event Outcomes and Learning How Clinical Features Relate Jul 15, 2020 Survival Analysis Time-to-Event Prediction
Code Code Available Automatic Poetry Generation from Prosaic Text Jul 1, 2020 Language Modeling Language Modelling
— Unverified Topic Balancing with Additive Regularization of Topic Models Jul 1, 2020 Topic Models
— Unverified Neural-DINF: A Neural Network based Framework for Measuring Document Influence Jul 1, 2020 Topic Models Word Embeddings
— Unverified tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection Jul 1, 2020 Natural Language Understanding Semantic Similarity
Code Code Available Graph Structural-topic Neural Network Jun 25, 2020 Topic Models
Code Code Available Explainable and Discourse Topic-aware Neural Language Understanding Jun 18, 2020 Document Classification Language Modeling
Code Code Available Modelling Grocery Retail Topic Distributions: Evaluation, Interpretability and Stability May 4, 2020 Clustering Topic Models
— Unverified Legal-ES: A Set of Large Scale Resources for Spanish Legal Text Processing May 1, 2020 Navigate Semantic Similarity
— Unverified Indirect Identification of Psychosocial Risks from Natural Language Apr 30, 2020 Multiple-choice Topic Models
— Unverified Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! Apr 30, 2020 Clustering Dimensionality Reduction
Code Code Available Neural Topic Modeling with Bidirectional Adversarial Training Apr 26, 2020 Clustering Text Clustering
Code Code Available A Gamma-Poisson Mixture Topic Model for Short Text Apr 23, 2020 text-classification Text Classification
Code Code Available Cross-lingual Contextualized Topic Models with Zero-shot Learning Apr 16, 2020 Topic Models Transfer Learning
Code Code Available Keyword Assisted Topic Models Apr 13, 2020 Document Classification Topic Models
Code Code Available Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence Apr 8, 2020 Sentence Embeddings Topic Models
Code Code Available A Graph Convolutional Topic Model for Short and Noisy Text Streams Mar 13, 2020 Topic Models Word Embeddings
Code Code Available Know thy corpus! Robust methods for digital curation of Web corpora Mar 13, 2020 Genre classification Topic Models
Code Code Available Generalized Gumbel-Softmax Gradient Estimator for Generic Discrete Random Variables Mar 4, 2020 Topic Models
— Unverified Gaussian Hierarchical Latent Dirichlet Allocation: Bringing Polysemy Back Feb 25, 2020 Topic Models
— Unverified Conversational Structure Aware and Context Sensitive Topic Model for Online Discussions Feb 6, 2020 Topic Models
— Unverified Constrained Relational Topic Models Feb 1, 2020 Document Classification Topic Models
Code Code Available Optimal estimation of sparse topic models Jan 22, 2020 Dimensionality Reduction Topic Models
— Unverified Random-walk Based Generative Model for Classifying Document Networks Jan 21, 2020 Topic Models
— Unverified VSEC-LDA: Boosting Topic Modeling with Embedded Vocabulary Selection Jan 15, 2020 Topic Models
— Unverified CATVI: Conditional and Adaptively Truncated Variational Inference for Hierarchical Bayesian Nonparametric Models Jan 13, 2020 Clustering Topic Models
Code Code Available Topic Extraction of Crawled Documents Collection using Correlated Topic Model in MapReduce Framework Jan 6, 2020 Topic Models
— Unverified Topic Models with Survival Supervision: Archetypal Analysis and Neural Approaches Jan 1, 2020 Survival Analysis Time-to-Event Prediction
— Unverified 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 A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability Nov 1, 2019 Topic Models
— Unverified Statistical Model Aggregation via Parameter Matching Nov 1, 2019 Gaussian Processes model
Code Code Available Neural Topic Model with Reinforcement Learning Nov 1, 2019 model reinforcement-learning
— Unverified 