Rethinking LDA: Why Priors Matter Dec 1, 2009 Hyperparameter Optimization Topic Models
— Unverified Rethinking Topic Modelling: From Document-Space to Term-Space Nov 1, 2020 Topic Models Word Embeddings
— Unverified Retrofitting Word Representations for Unsupervised Sense Aware Word Similarities May 1, 2018 Named Entity Recognition (NER) Question Answering
— Unverified Review Topic Discovery with Phrases using the P\'olya Urn Model Aug 1, 2014 Topic Models
— Unverified RevUP: Automatic Gap-Fill Question Generation from Educational Texts Jun 1, 2015 Question Generation Question-Generation
— Unverified Robust Transliteration Mining from Comparable Corpora with Bilingual Topic Models Oct 1, 2013 Machine Translation Topic Models
— Unverified SaberLDA: Sparsity-Aware Learning of Topic Models on GPUs Oct 8, 2016 CPU GPU
— Unverified Scalable Inference for Logistic-Normal Topic Models Dec 1, 2013 Data Augmentation Topic Models
— Unverified Scalable Inference for Nested Chinese Restaurant Process Topic Models Feb 23, 2017 Topic Models Variational Inference
— Unverified Scalable Modeling of Conversational-role based Self-presentation Characteristics in Large Online Forums Dec 10, 2015 Topic Models Variational Inference
— Unverified Scalable Topical Phrase Mining from Text Corpora Jun 24, 2014 Articles Topic Models
— Unverified Scaling laws and fluctuations in the statistics of word frequencies Jun 17, 2014 Articles Topic Models
— Unverified Self-Supervised Neural Topic Modeling Nov 1, 2021 Clustering Topic Models
— Unverified Semantic classifications for detection of verb metaphors Aug 1, 2016 Clustering Topic Models
— Unverified Semantic Frame-based Statistical Approach for Topic Detection Dec 1, 2014 Information Retrieval Topic Models
— Unverified Semi-Supervised Learning Approach to Discover Enterprise User Insights from Feedback and Support Jul 18, 2020 Clustering Cultural Vocal Bursts Intensity Prediction
— Unverified Semi-Supervised Semantic Tagging of Conversational Understanding using Markov Topic Regression Aug 1, 2013 regression Topic Models
— Unverified 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 ETC-NLG: End-to-end Topic-Conditioned Natural Language Generation Aug 25, 2020 Attribute Computational Efficiency
Code Code Available EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation Dec 9, 2020 document understanding Information Retrieval
Code Code Available Reinforcement Learning for Topic Models May 8, 2023 Diversity Reinforcement Learning
Code Code Available Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings Nov 1, 2021 Decoder Machine Translation
Code Code Available Evaluating Negative Sampling Approaches for Neural Topic Models Mar 23, 2025 Document Classification Topic Models
Code Code Available Large-Scale Evaluation of Topic Models and Dimensionality Reduction Methods for 2D Text Spatialization Jul 17, 2023 Dimensionality Reduction Semantic Similarity
Code Code Available Neural Models for Documents with Metadata May 25, 2017 Articles Topic Models
Code Code Available Evaluating Topic Quality with Posterior Variability Sep 8, 2019 Bayesian Inference Topic Models
Code Code Available Large-Scale Stochastic Sampling from the Probability Simplex Jun 19, 2018 Bayesian Inference Topic Models
Code Code Available Neural Multimodal Topic Modeling: A Comprehensive Evaluation Mar 26, 2024 Topic Models
Code Code Available Computing Web-scale Topic Models using an Asynchronous Parameter Server May 24, 2016 Information Retrieval Retrieval
Code Code Available Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics May 22, 2025 Topic Models
Code Code Available Stability of Topic Modeling via Matrix Factorization Feb 23, 2017 Clustering Ensemble Learning
Code Code Available TopicNet: Semantic Graph-Guided Topic Discovery Oct 27, 2021 Inductive Bias Topic Models
Code Code Available Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets Nov 1, 2020 Hate Speech Detection Selection bias
Code Code Available Explainable and Discourse Topic-aware Neural Language Understanding Jun 18, 2020 Document Classification Language Modeling
Code Code Available Latent Tree Models for Hierarchical Topic Detection May 21, 2016 Clustering Topic Models
Code Code Available Reliability of Topic Modeling Oct 30, 2024 Topic Models
Code Code Available Coherence-Aware Neural Topic Modeling Sep 7, 2018 Topic Models Variational Inference
Code Code Available 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 Exploring conversation topics in conversational artificial intelligence–Based social mediated communities of practice May 11, 2022 Topic Models valid
Code Code Available Statistical Model Aggregation via Parameter Matching Nov 1, 2019 Gaussian Processes model
Code Code Available Neural Variational Inference for Text Processing Nov 19, 2015 Answer Selection Question Answering
Code Code Available An Ontology-Based Recommender System with an Application to the Star Trek Television Franchise Jul 31, 2018 Collaborative Filtering Recommendation Systems
Code Code Available Classifying Idiomatic and Literal Expressions Using Topic Models and Intensity of Emotions Feb 27, 2018 Clustering Outlier Detection
Code Code Available Exploring Topic Coherence over Many Models and Many Topics Jul 1, 2012 Document Classification Information Retrieval
Code Code Available Discriminative Topic Mining via Category-Name Guided Text Embedding Aug 20, 2019 Document Classification General Classification
Code Code Available A Survey on Bayesian Deep Learning Apr 6, 2016 Deep Learning Object Recognition
Code Code Available CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling May 16, 2023 Document Classification Language Modelling
Code Code Available A fast algorithm with minimax optimal guarantees for topic models with an unknown number of topics May 17, 2018 Topic Models valid
Code Code Available Nonparametric Spherical Topic Modeling with Word Embeddings Apr 1, 2016 Topic Models Variational Inference
Code Code Available TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency Nov 5, 2016 Language Modeling Language Modelling
Code Code Available 