Variational Gaussian Topic Model with Invertible Neural Projections May 21, 2021 Decoder Topic Models
— Unverified Learning a Latent Simplex in Input-Sparsity Time May 17, 2021 Topic Models
— Unverified GraphTMT: Unsupervised Graph-based Topic Modeling from Video Transcripts May 4, 2021 Clustering Topic Models
Code Code Available Deep Probabilistic Graphical Modeling Apr 25, 2021 Topic Models
— Unverified OCTIS: Comparing and Optimizing Topic models is Simple! Apr 19, 2021 Bayesian Optimisation Bayesian Optimization
Code Code Available Few-shot Learning for Topic Modeling Apr 19, 2021 Few-Shot Learning Topic Models
— Unverified Hierarchical Topic Presence Models Apr 16, 2021 Data Augmentation Topic Models
— Unverified AI supported Topic Modeling using KNIME-Workflows Apr 15, 2021 Text Summarization Topic Models
— Unverified Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling Apr 11, 2021 Classification Cross-Lingual Transfer
Code Code Available A Bayesian approach to modeling topic-metadata relationships Apr 6, 2021 regression Topic Models
— Unverified Adaptive Mixed Component LDA for Low Resource Topic Modeling Apr 1, 2021 Topic Models
Code Code Available BART-TL: Weakly-Supervised Topic Label Generation Apr 1, 2021 Topic Models
— Unverified Topic Scaling: A Joint Document Scaling -- Topic Model Approach To Learn Time-Specific Topics Mar 31, 2021 Topic Models
Code Code Available Local and Global Topics in Text Modeling of Web Pages Nested in Web Sites Mar 30, 2021 Articles Topic coverage
— Unverified Term-community-based topic detection with variable resolution Mar 25, 2021 Articles Community Detection
— Unverified Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management Mar 22, 2021 Domain Adaptation Management
— Unverified Topic Modelling Meets Deep Neural Networks: A Survey Feb 28, 2021 Navigate Survey
— Unverified Using Transformer based Ensemble Learning to classify Scientific Articles Feb 19, 2021 Articles Ensemble Learning
Code Code Available Analysis and tuning of hierarchical topic models based on Renyi entropy approach Jan 19, 2021 Topic Models
— Unverified User Ex Machina : Simulation as a Design Probe in Human-in-the-Loop Text Analytics Jan 6, 2021 Clustering Sensitivity
— Unverified Learning a Latent Simplex in Input Sparsity Time Jan 1, 2021 Clustering Topic Models
— Unverified Exploring Thematic Coherence in Fake News Dec 16, 2020 Topic Models
— Unverified Scalable Cross-lingual Document Similarity through Language-specific Concept Hierarchies Dec 15, 2020 Articles Topic Models
Code Code Available Discovering Airline-Specific Business Intelligence from Online Passenger Reviews: An Unsupervised Text Analytics Approach Dec 14, 2020 Opinion Mining Optical Character Recognition (OCR)
— Unverified A Topic Coverage Approach to Evaluation of Topic Models Dec 11, 2020 Topic coverage Topic Models
Code Code Available EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation Dec 9, 2020 document understanding Information Retrieval
Code Code Available TAN-NTM: Topic Attention Networks for Neural Topic Modeling Dec 2, 2020 Document Classification Keyphrase Generation
— Unverified Developing a Curated Topic Model for COVID-19 Medical Research Literature Dec 1, 2020 Articles Topic Models
— Unverified Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration Dec 1, 2020 Specificity Topic Models
— Unverified Semi-Supervised Topic Modeling for Gender Bias Discovery in English and Swedish Dec 1, 2020 Articles Topic Models
— Unverified Deep Relational Topic Modeling via Graph Poisson Gamma Belief Network Dec 1, 2020 Topic Models
— Unverified Topic modelling discourse dynamics in historical newspapers Nov 20, 2020 Topic Models
— Unverified TOMODAPI: A Topic Modeling API to Train, Use and Compare Topic Models Nov 1, 2020 Topic Models
Code Code Available Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models Nov 1, 2020 Topic Models
— Unverified Rethinking Topic Modelling: From Document-Space to Term-Space Nov 1, 2020 Topic Models Word Embeddings
— Unverified Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder Nov 1, 2020 Decoder Quantization
Code Code Available Learning VAE-LDA Models with Rounded Reparameterization Trick Nov 1, 2020 Topic Models
— Unverified Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets Nov 1, 2020 Hate Speech Detection Selection bias
Code Code Available Friendly Topic Assistant for Transformer Based Abstractive Summarization Nov 1, 2020 Abstractive Text Summarization Document Summarization
— Unverified TopicModel4J: A Java Package for Topic Models Oct 28, 2020 Lemmatization Topic Models
Code Code Available Topic Modeling with Contextualized Word Representation Clusters Oct 23, 2020 Clustering Topic Models
— Unverified Helping users discover perspectives: Enhancing opinion mining with joint topic models Oct 23, 2020 Opinion Mining Topic Models
— Unverified On a Guided Nonnegative Matrix Factorization Oct 22, 2020 Clustering Topic Models
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 Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding Oct 13, 2020 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Paying down metadata debt: learning the representation of concepts using topic models Oct 9, 2020 Management Topic Models
— Unverified Improving Neural Topic Models using Knowledge Distillation Oct 5, 2020 Knowledge Distillation Topic Models
Code Code Available Unification of HDP and LDA Models for Optimal Topic Clustering of Subject Specific Question Banks Oct 4, 2020 Clustering Text Clustering
— Unverified AOBTM: Adaptive Online Biterm Topic Modeling Method for Version Sensitive Short-texts Analysis Sep 28, 2020 Topic Models
Code Code Available A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection Sep 18, 2020 Contrastive Learning Topic Models
Code Code Available 