A Topic Coverage Approach to Evaluation of Topic Models Dec 11, 2020 Topic coverage 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 Exploring conversation topics in conversational artificial intelligence–Based social mediated communities of practice May 11, 2022 Topic Models valid
Code Code Available 5 Dirichlet belief networks for topic structure learning Nov 2, 2018 Topic Models
Code Code Available 5 Dirichlet Variational Autoencoder Jan 9, 2019 Decoder General Classification
Code Code Available 5 An Unsupervised Neural Attention Model for Aspect Extraction Jul 1, 2017 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available 5 Exploring Topic Coherence over Many Models and Many Topics Jul 1, 2012 Document Classification Information Retrieval
Code Code Available 5 Discovering Discrete Latent Topics with Neural Variational Inference Jun 1, 2017 Topic Models Variational Inference
Code Code Available 5 Evaluating Topic Quality with Posterior Variability Sep 8, 2019 Bayesian Inference Topic Models
Code Code Available 5 An Uncertainty-Aware Encoder for Aspect Detection Nov 1, 2021 Opinion Mining Topic Models
Code Code Available 5 Explainable and Discourse Topic-aware Neural Language Understanding Jun 18, 2020 Document Classification Language Modeling
Code Code Available 5 Software Framework for Topic Modelling with Large Corpora Jan 1, 2010 Topic Models
Code Code Available 5 Authorless Topic Models: Biasing Models Away from Known Structure Aug 1, 2018 Document Classification Topic Models
Code Code Available 5 Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models Jun 6, 2019 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 Statistical Model Aggregation via Parameter Matching Nov 1, 2019 Gaussian Processes model
Code Code Available 5 Discriminative Topic Modeling with Logistic LDA Sep 3, 2019 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 EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation Dec 9, 2020 document understanding Information Retrieval
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 Document Informed Neural Autoregressive Topic Models with Distributional Prior Sep 15, 2018 Language Modeling Language Modelling
Code Code Available 5 Document Informed Neural Autoregressive Topic Models Aug 11, 2018 Language Modeling Language Modelling
Code Code Available 5 Learning document embeddings along with their uncertainties Aug 20, 2019 Topic Models Variational Inference
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 Evaluating Negative Sampling Approaches for Neural Topic Models Mar 23, 2025 Document Classification Topic Models
Code Code Available 5 Familia: An Open-Source Toolkit for Industrial Topic Modeling Jul 31, 2017 Model Selection Topic Models
Code Code Available 5 Graph neural topic model with commonsense knowledge Mar 2, 2023 Graph Neural Network model
Code Code Available 5 Knowledge-Aware Bayesian Deep Topic Model Sep 20, 2022 model Topic Models
Code Code Available 5 Partial Membership Latent Dirichlet Allocation Dec 28, 2016 parameter estimation Sand
Code Code Available 5 Best feature performance in codeswitched hate speech texts Sep 25, 2019 Topic Models
— Unverified 0 A Novel Feature-based Bayesian Model for Query Focused Multi-document Summarization Dec 10, 2012 Document Summarization Multi-Document Summarization
— Unverified 0 BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study Jan 7, 2025 Document Embedding Topic Models
— Unverified 0 A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing Dec 1, 2016 Chunking Topic Models
— Unverified 0 AI-KU: Using Co-Occurrence Modeling for Semantic Similarity Aug 1, 2014 Information Retrieval Language Modelling
— Unverified 0 Benchmarking Neural Topic Models: An Empirical Study Aug 1, 2021 Benchmarking Topic Models
— Unverified 0 Bayesian Analysis of Dynamic Linear Topic Models Nov 12, 2015 Data Augmentation Dynamic Topic Modeling
— Unverified 0 A Novel Content Enriching Model for Microblog Using News Corpus Jun 1, 2014 Text Classification Topic Models
— Unverified 0 Efficient Methods for Inferring Large Sparse Topic Hierarchies Jul 1, 2015 Topic Models
— Unverified 0 Efficient Methods for Incorporating Knowledge into Topic Models Sep 1, 2015 Topic Models
— Unverified 0 Efficient Learning for Undirected Topic Models Jun 24, 2015 General Classification Retrieval
— Unverified 0 Efficient Data Selection for Bilingual Terminology Extraction from Comparable Corpora Dec 1, 2016 Machine Translation Topic Models
— Unverified 0 BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation Aug 5, 2020 Diversity Segmentation
— Unverified 0 Efficient Tree-Based Topic Modeling Jul 1, 2012 Topic Models
— Unverified 0 Eigenvectors of Orthogonally Decomposable Functions Nov 5, 2014 Clustering Topic Models
— Unverified 0 Embedded Topic Models Enhanced by Wikification Oct 3, 2024 Articles Time Series
— Unverified 0 EMNLP versus ACL: Analyzing NLP research over time Sep 1, 2015 Topic Models
— Unverified 0 A NoSQL Data-based Personalized Recommendation System for C2C e-Commerce Jun 26, 2018 Recommendation Systems Topic Models
— Unverified 0 Enhanced Personalized Search using Social Data Nov 1, 2016 Topic Models
— Unverified 0 A Historical Analysis of the Field of OR/MS using Topic Models Oct 17, 2015 Management Specificity
— Unverified 0 Efficient Algorithms for Sparse Moment Problems without Separation Jul 26, 2022 Topic Models
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