Contrastive Learning for Neural Topic Model Oct 25, 2021 Contrastive Learning model
Code Code Available A network approach to topic models Aug 4, 2017 Community Detection Model Selection
Code Code Available ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics Feb 3, 2023 Diversity Dynamic Topic Modeling
Code Code Available Improving the TENOR of Labeling: Re-evaluating Topic Models for Content Analysis Jan 29, 2024 Topic Models
Code Code Available No more Reviewer #2: Subverting Automatic Paper-Reviewer Assignment using Adversarial Learning Mar 25, 2023 Topic Models
Code Code Available Neural Topic Modeling with Bidirectional Adversarial Training Apr 26, 2020 Clustering Text Clustering
Code Code Available Are Neural Topic Models Broken? Oct 28, 2022 Topic Models
Code Code Available Keyword Assisted Embedded Topic Model Nov 22, 2021 model Topic Models
Code Code Available Improving Neural Topic Models using Knowledge Distillation Oct 5, 2020 Knowledge Distillation Topic Models
Code Code Available HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding Oct 16, 2022 Graph structure learning Topic Models
Code Code Available Determination of the Number of Topics Intrinsically: Is It Possible? Jun 14, 2024 Topic Models
Code Code Available Apples to Apples: A Systematic Evaluation of Topic Models Sep 1, 2021 Diversity Topic Models
Code Code Available Graph Structural-topic Neural Network Jun 25, 2020 Topic Models
Code Code Available Neural Topic Model via Optimal Transport Aug 12, 2020 model Topic Models
Code Code Available A Gamma-Poisson Mixture Topic Model for Short Text Apr 23, 2020 text-classification Text Classification
Code Code Available A Novel Feature-based Bayesian Model for Query Focused Multi-document Summarization Dec 10, 2012 Document Summarization Multi-Document Summarization
— Unverified A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing Dec 1, 2016 Chunking Topic Models
— Unverified AI-KU: Using Co-Occurrence Modeling for Semantic Similarity Aug 1, 2014 Information Retrieval Language Modelling
— Unverified A Novel Content Enriching Model for Microblog Using News Corpus Jun 1, 2014 Text Classification Topic Models
— Unverified A NoSQL Data-based Personalized Recommendation System for C2C e-Commerce Jun 26, 2018 Recommendation Systems Topic Models
— Unverified A Historical Analysis of the Field of OR/MS using Topic Models Oct 17, 2015 Management Specificity
— Unverified A Bayesian Topic Model for Human-Evaluated Interpretability Jun 1, 2022 Topic Models
— Unverified An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking Oct 1, 2018 Common Sense Reasoning Emotion Classification
— Unverified An Instability in Variational Inference for Topic Models Feb 2, 2018 Articles Topic Models
— Unverified A Hierarchical Knowledge Representation for Expert Finding on Social Media Jul 1, 2015 Topic Models Word Embeddings
— Unverified A new LDA formulation with covariates Feb 18, 2022 Articles regression
— Unverified A 'Gibbs-Newton' Technique for Enhanced Inference of Multivariate Polya Parameters and Topic Models Oct 22, 2015 Binary Classification Topic Models
— Unverified Adapting Topic Models using Lexical Associations with Tree Priors Sep 1, 2017 Machine Translation Topic Models
— Unverified BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation Aug 5, 2020 Diversity Segmentation
— Unverified Bayesian Analysis of Dynamic Linear Topic Models Nov 12, 2015 Data Augmentation Dynamic Topic Modeling
— Unverified Aggregating Continuous Word Embeddings for Information Retrieval Aug 1, 2013 Information Retrieval Retrieval
— Unverified A Network Framework for Noisy Label Aggregation in Social Media Jul 1, 2017 Cultural Vocal Bursts Intensity Prediction Image Classification
— Unverified Active Learning with Constrained Topic Model Jun 1, 2014 Active Learning model
— Unverified An Empirical Study of Stochastic Variational Algorithms for the Beta Bernoulli Process Jun 26, 2015 Topic Models Variational Inference
— Unverified A Geometrical Approach to Topic Model Estimation Aug 16, 2016 model Topic Models
— Unverified A Bayesian Nonparametric Topic Model with Variational Auto-Encoders Jan 1, 2018 Representation Learning Retrieval
— Unverified An Empirical Analysis of Topic Models: Uncovering the Relationships between Hyperparameters, Document Length and Performance Measures Sep 1, 2021 Bayesian Optimization Topic Models
— Unverified Anchors Regularized: Adding Robustness and Extensibility to Scalable Topic-Modeling Algorithms Jun 1, 2014 Domain Adaptation Machine Translation
— Unverified A General Method for Robust Bayesian Modeling Oct 17, 2015 regression Topic Models
— Unverified Analyzing Framing through the Casts of Characters in the News Nov 1, 2016 Clustering Model Selection
— Unverified Asymptotic Bayesian Generalization Error in Latent Dirichlet Allocation and Stochastic Matrix Factorization Sep 13, 2017 Bayesian Inference Topic Models
— Unverified A Computationally Efficient Algorithm for Learning Topical Collocation Models Jul 1, 2015 Document Classification Information Retrieval
— Unverified AutoTM 2.0: Automatic Topic Modeling Framework for Documents Analysis Oct 1, 2024 Topic Models
— Unverified BART-TL: Weakly-Supervised Topic Label Generation Apr 1, 2021 Topic Models
— Unverified Benchmarking Neural Topic Models: An Empirical Study Aug 1, 2021 Benchmarking Topic Models
— Unverified A Supervised Neural Autoregressive Topic Model for Simultaneous Image Classification and Annotation May 23, 2013 General Classification image-classification
— Unverified Asynchronous Distributed Learning of Topic Models Dec 1, 2008 Topic Models
— Unverified An Automatic Approach for Document-level Topic Model Evaluation Jun 16, 2017 Topic Models
— Unverified ATM:Adversarial-neural Topic Model Nov 1, 2018 Articles Event Extraction
— Unverified Assessing Violence Risk in Threatening Communications Jun 1, 2014 Topic Models
— Unverified 