Is Automated Topic Model Evaluation Broken? The Incoherence of Coherence May 21, 2021 Topic Models
Code Code Available 5 Autoencoding Variational Inference For Topic Models Mar 4, 2017 Topic Models Variational Inference
Code Code Available 5 Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics Apr 21, 2022 Clustering Sentence
Code Code Available 5 Neural Topic Modeling with Bidirectional Adversarial Training Apr 26, 2020 Clustering Text Clustering
Code Code Available 5 Graph Structural-topic Neural Network Jun 25, 2020 Topic Models
Code Code Available 5 Improving Neural Topic Models using Knowledge Distillation Oct 5, 2020 Knowledge Distillation Topic Models
Code Code Available 5 Nonparametric Forest-Structured Neural Topic Modeling Oct 1, 2022 Topic Models
Code Code Available 5 Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding Jul 18, 2020 text-classification Text Classification
Code Code Available 5 Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder Nov 1, 2020 Decoder Quantization
Code Code Available 5 How Many Topics? Stability Analysis for Topic Models Apr 16, 2014 Clustering Diversity
Code Code Available 5 Apples to Apples: A Systematic Evaluation of Topic Models Sep 1, 2021 Diversity Topic Models
Code Code Available 5 HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding Oct 16, 2022 Graph structure learning Topic Models
Code Code Available 5 Twitmo: A Twitter Data Topic Modeling and Visualization Package for R Jul 8, 2022 Information Retrieval Topic Models
Code Code Available 5 ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics Feb 3, 2023 Diversity Dynamic Topic Modeling
Code Code Available 5 InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling Apr 7, 2023 Topic Models
Code Code Available 5 HyHTM: Hyperbolic Geometry based Hierarchical Topic Models May 16, 2023 Topic Models
Code Code Available 5 Identifying Emergent Research Trends by Key Authors and Phrases Aug 1, 2018 Articles Information Retrieval
Code Code Available 5 Adaptive Mixed Component LDA for Low Resource Topic Modeling Apr 1, 2021 Topic Models
Code Code Available 5 Improving Contextualized Topic Models with Negative Sampling Mar 27, 2023 Diversity Topic Models
Code Code Available 5 Guaranteed inference in topic models Dec 10, 2015 Topic Models
Code Code Available 5 HiTR: Hierarchical Topic Model Re-estimation for Measuring Topical Diversity of Documents Oct 12, 2018 Diversity Topic Models
Code Code Available 5 Graph neural topic model with commonsense knowledge Mar 2, 2023 Graph Neural Network model
Code Code Available 5 A new evaluation framework for topic modeling algorithms based on synthetic corpora Jan 28, 2019 General Classification Topic Models
Code Code Available 5 HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations Nov 1, 2021 Information Retrieval Language Modelling
Code Code Available 5 A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings Aug 11, 2020 Sentiment Analysis Sentiment Classification
Code Code Available 5 GINopic: Topic Modeling with Graph Isomorphism Network Apr 2, 2024 Topic Models
Code Code Available 5 Grammar induction from (lots of) words alone Dec 1, 2016 Language Acquisition POS
Code Code Available 5 Gaussian LDA for Topic Models with Word Embeddings Jul 1, 2015 Topic Models Word Embeddings
Code Code Available 5 Generative Topic Embedding: a Continuous Representation of Documents Aug 1, 2016 Document Classification Topic Models
Code Code Available 5 GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model Oct 1, 2018 Recommendation Systems Topic Models
Code Code Available 5 Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections Aug 19, 2015 Topic Models
Code Code Available 5 Federated Neural Topic Models Dec 5, 2022 Diversity Topic Models
Code Code Available 5 Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering Aug 11, 2018 Topic Models
Code Code Available 5 Exploring conversation topics in conversational artificial intelligence–Based social mediated communities of practice May 11, 2022 Topic Models valid
Code Code Available 5 Familia: An Open-Source Toolkit for Industrial Topic Modeling Jul 31, 2017 Model Selection Topic Models
Code Code Available 5 Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling Apr 11, 2021 Classification Cross-Lingual Transfer
Code Code Available 5 Improving Neural Topic Models with Wasserstein Knowledge Distillation Mar 27, 2023 Knowledge Distillation Topic Models
Code Code Available 5 ETC-NLG: End-to-end Topic-Conditioned Natural Language Generation Aug 25, 2020 Attribute Computational Efficiency
Code Code Available 5 Aspect Sentiment Model for Micro Reviews Jun 14, 2018 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available 5 EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation Dec 9, 2020 document understanding Information Retrieval
Code Code Available 5 Document Informed Neural Autoregressive Topic Models with Distributional Prior Sep 15, 2018 Language Modeling Language Modelling
Code Code Available 5 Diversity-Aware Coherence Loss for Improving Neural Topic Models May 25, 2023 Diversity Topic Models
Code Code Available 5 Document Informed Neural Autoregressive Topic Models Aug 11, 2018 Language Modeling Language Modelling
Code Code Available 5 ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media Jul 1, 2017 Named Entity Recognition (NER) Part-Of-Speech Tagging
Code Code Available 5 Discovering Discrete Latent Topics with Neural Variational Inference Jun 1, 2017 Topic Models Variational Inference
Code Code Available 5 Dirichlet Variational Autoencoder Jan 9, 2019 Decoder General Classification
Code Code Available 5 Exploring Topic Coherence over Many Models and Many Topics Jul 1, 2012 Document Classification Information Retrieval
Code Code Available 5 ATD: Anomalous Topic Discovery in High Dimensional Discrete Data Dec 20, 2015 Anomaly Detection Topic Models
Code Code Available 5 Topic Modeling with Fine-tuning LLMs and Bag of Sentences Aug 6, 2024 Sentence Topic Models
Code Code Available 5 Discriminative Topic Modeling with Logistic LDA Sep 3, 2019 Topic Models
Code Code Available 5 