Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering Aug 11, 2018 Topic Models
Code Code Available Familia: An Open-Source Toolkit for Industrial Topic Modeling Jul 31, 2017 Model Selection Topic Models
Code Code Available Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections Aug 19, 2015 Topic Models
Code Code Available n-stage Latent Dirichlet Allocation: A Novel Approach for LDA Oct 16, 2021 Sentiment Analysis Text Classification
Code Code Available 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 Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling Mar 28, 2023 Decoder Topic Models
Code Code Available On a Guided Nonnegative Matrix Factorization Oct 22, 2020 Clustering Topic Models
Code Code Available Federated Neural Topic Models Dec 5, 2022 Diversity Topic Models
Code Code Available On a Topic Model for Sentences Jun 1, 2016 General Classification model
Code Code Available Stochastic Variational Inference Jun 29, 2012 Articles Topic Models
Code Code Available Automating the Information Extraction from Semi-Structured Interview Transcripts Mar 7, 2024 Topic Models
Code Code Available A Topic Coverage Approach to Evaluation of Topic Models Dec 11, 2020 Topic coverage Topic Models
Code Code Available Learning the Latent "Look": Unsupervised Discovery of a Style-Coherent Embedding from Fashion Images Jul 11, 2017 Topic Models
Code Code Available Revisiting Topic-Guided Language Models Dec 4, 2023 Language Modeling Language Modelling
Code Code Available Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling Apr 11, 2021 Classification Cross-Lingual Transfer
Code Code Available AOBTM: Adaptive Online Biterm Topic Modeling for Version Sensitive Short-texts Analysis Sep 13, 2020 Topic Models
Code Code Available RICo: Reddit ideological communities Jun 5, 2024 Articles News Classification
Code Code Available Topic Modeling on Health Journals with Regularized Variational Inference Jan 15, 2018 Topic Models Variational Inference
Code Code Available Learning Topic Models - Going beyond SVD Apr 9, 2012 Topic Models
Code Code Available ATD: Anomalous Topic Discovery in High Dimensional Discrete Data Dec 20, 2015 Anomaly Detection Topic Models
Code Code Available Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks Jan 6, 2023 Graph Neural Network Language Modelling
Code Code Available Sarcasm Target Identification: Dataset and An Introductory Approach May 1, 2018 Sarcasm Detection Sentiment Analysis
Code Code Available Aspect Sentiment Model for Micro Reviews Jun 14, 2018 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available On-line Trend Analysis with Topic Models: \#twitter Trends Detection Topic Model Online Dec 1, 2012 Topic Models
Code Code Available On Smoothing and Inference for Topic Models May 9, 2012 Topic Models Variational Inference
Code Code Available Gaussian LDA for Topic Models with Word Embeddings Jul 1, 2015 Topic Models Word Embeddings
Code Code Available Scalable Collapsed Inference for High-Dimensional Topic Models Jun 1, 2019 Topic Models Vocal Bursts Intensity Prediction
Code Code Available Scalable Cross-lingual Document Similarity through Language-specific Concept Hierarchies Dec 15, 2020 Articles Topic Models
Code Code Available Orthonormal Explicit Topic Analysis for Cross-Lingual Document Matching Oct 1, 2013 Machine Translation Topic Models
Code Code Available Scalable Generalized Dynamic Topic Models Mar 21, 2018 Event Detection Gaussian Processes
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 An Unsupervised Neural Attention Model for Aspect Extraction Jul 1, 2017 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Generative Topic Embedding: a Continuous Representation of Documents Aug 1, 2016 Document Classification Topic Models
Code Code Available Topic Scaling: A Joint Document Scaling -- Topic Model Approach To Learn Time-Specific Topics Mar 31, 2021 Topic Models
Code Code Available LightLDA: Big Topic Models on Modest Compute Clusters Dec 4, 2014 Topic Models
Code Code Available GINopic: Topic Modeling with Graph Isomorphism Network Apr 2, 2024 Topic Models
Code Code Available Supervised Topic Models Mar 3, 2010 parameter estimation regression
Code Code Available Grammar induction from (lots of) words alone Dec 1, 2016 Language Acquisition POS
Code Code Available Parsimonious Topic Models with Salient Word Discovery Jan 22, 2014 Topic Models
Code Code Available GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model Oct 1, 2018 Recommendation Systems Topic Models
Code Code Available Document Informed Neural Autoregressive Topic Models Aug 11, 2018 Language Modeling Language Modelling
Code Code Available Graph neural topic model with commonsense knowledge Mar 2, 2023 Graph Neural Network model
Code Code Available Document Informed Neural Autoregressive Topic Models with Distributional Prior Sep 15, 2018 Language Modeling Language Modelling
Code Code Available Partial Membership Latent Dirichlet Allocation Nov 9, 2015 parameter estimation Sand
Code Code Available Partial Membership Latent Dirichlet Allocation Dec 28, 2016 parameter estimation Sand
Code Code Available Guaranteed inference in topic models Dec 10, 2015 Topic Models
Code Code Available LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models Jun 13, 2024 Language Modeling Language Modelling
Code Code Available A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews Oct 22, 2020 Disentanglement Sentiment Analysis
Code Code Available Locating the Leading Edge of Cultural Change Nov 22, 2024 Topic Models
Code Code Available Scalable Weibull Graph Attention Autoencoder for Modeling Document Networks Oct 13, 2024 Decoder Graph Attention
Code Code Available 