Browse State-of-the-Art › Topic Models › Papers, page 4

Topic Models

Papers archive 2025-07-28

archive papers tagged: 881 · with a code link: 229 · where Syntology ran a sample: 32 (25 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (32 of 881 tagged: 25 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)

Page 4 of 9: papers 301 to 400 of 881, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Assessing Group-level Gender Bias in Professional Evaluations: The Case of Medical Student End-of-Shift Feedback
  1 Jun 2022 0 repositories listed
• Federated Non-negative Matrix Factorization for Short Texts Topic Modeling with Mutual Information
  26 May 2022 0 repositories listed
• Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge
  1 May 2022 0 repositories listed
• Using neural topic models to track context shifts of words: a case study of COVID-related terms before and after the lockdown in April 2020
  1 May 2022 0 repositories listed
• Making sense of violence risk predictions using clinical notes
  29 Apr 2022 0 repositories listed
• A Joint Learning Approach for Semi-supervised Neural Topic Modeling
  7 Apr 2022 0 repositories listed
• Short Text Topic Modeling: Application to tweets about Bitcoin
  17 Mar 2022 0 repositories listed
• Neural Topic Modeling with Deep Mutual Information Estimation
  12 Mar 2022 0 repositories listed
• A new LDA formulation with covariates
  18 Feb 2022 0 repositories listed
• Language Models Explain Word Reading Times Better Than Empirical Predictability
  2 Feb 2022 0 repositories listed
• Understanding The Robustness of Self-supervised Learning Through Topic Modeling
  2 Feb 2022 0 repositories listed
• Why the Rich Get Richer? On the Balancedness of Random Partition Models
  30 Jan 2022 0 repositories listed
• LDA2Net: Digging under the surface of COVID-19 topics in scientific literature
  2 Dec 2021 0 repositories listed
• Bilingual Topic Models for Comparable Corpora
  30 Nov 2021 0 repositories listed
• Topic Driven Adaptive Network for Cross-Domain Sentiment Classification
  28 Nov 2021 0 repositories listed
• HTMOT : Hierarchical Topic Modelling Over Time
  22 Nov 2021 0 repositories listed
• Community-Detection via Hashtag-Graphs for Semi-Supervised NMF Topic Models
  17 Nov 2021 0 repositories listed
• Exploring Topic-Metadata Relationships with the STM: A Bayesian Approach
  16 Nov 2021 0 repositories listed
• Improving Neural Topic Models by Contrastive Learning with BERT
  16 Nov 2021 0 repositories listed
• Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics
  16 Nov 2021 0 repositories listed
• Neural Dynamic Focused Topic Model
  16 Nov 2021 0 repositories listed
• Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge
  16 Nov 2021 0 repositories listed
• Towards Improving Topic Models with the BERT-based Neural Topic Encoder
  16 Nov 2021 0 repositories listed
• Forecasting Crude Oil Price Using Event Extraction
  14 Nov 2021 0 repositories listed
• Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts
  1 Nov 2021 0 repositories listed
• Self-Supervised Neural Topic Modeling
  1 Nov 2021 0 repositories listed
• Recommender Systems meet Mechanism Design
  25 Oct 2021 0 repositories listed
• SocialVisTUM: An Interactive Visualization Toolkit for Correlated Neural Topic Models on Social Media Opinion Mining
  20 Oct 2021 0 repositories listed
• Neural Attention-Aware Hierarchical Topic Model
  14 Oct 2021 0 repositories listed
• Topic Model Supervised by Understanding Map
  12 Oct 2021 0 repositories listed
• Learning Topic Models: Identifiability and Finite-Sample Analysis
  8 Oct 2021 0 repositories listed
• Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences
  4 Oct 2021 0 repositories listed
• Generating Scenes with Latent Object Models
  29 Sep 2021 0 repositories listed
• One Objective for All Models --- Self-supervised Learning for Topic Models
  29 Sep 2021 0 repositories listed
• Evaluation of Non-Negative Matrix Factorization and n-stage Latent Dirichlet Allocation for Emotion Analysis in Turkish Tweets
  27 Sep 2021 0 repositories listed
• Evolution of topics in central bank speech communication
  21 Sep 2021 0 repositories listed
• Towards Explainable Scientific Venue Recommendations
  21 Sep 2021 0 repositories listed
• An Empirical Analysis of Topic Models: Uncovering the Relationships between Hyperparameters, Document Length and Performance Measures
  1 Sep 2021 0 repositories listed
• Chronic Pain and Language: A Topic Modelling Approach to Personal Pain Descriptions
  1 Sep 2021 0 repositories listed
• A Case Study of Analysis of Construals in Language on Social Media Surrounding a Crisis Event
  1 Aug 2021 0 repositories listed
• Benchmarking Neural Topic Models: An Empirical Study
  1 Aug 2021 0 repositories listed
• Measuring daily-life fear perception change: a computational study in the context of COVID-19
  27 Jul 2021 0 repositories listed
• Likelihood estimation of sparse topic distributions in topic models and its applications to Wasserstein document distance calculations
  12 Jul 2021 0 repositories listed
• Generalisability of Topic Models in Cross-corpora Abusive Language Detection
  1 Jun 2021 0 repositories listed
• Topic Model or Topic Twaddle? Re-evaluating Semantic Interpretability Measures
  1 Jun 2021 0 repositories listed
• A Query-Driven Topic Model
  28 May 2021 0 repositories listed
• Have you tried Neural Topic Models? Comparative Analysis of Neural and Non-Neural Topic Models with Application to COVID-19 Twitter Data
  21 May 2021 0 repositories listed
• Variational Gaussian Topic Model with Invertible Neural Projections
  21 May 2021 0 repositories listed
• Learning a Latent Simplex in Input-Sparsity Time
  17 May 2021 0 repositories listed
• Deep Probabilistic Graphical Modeling
  25 Apr 2021 0 repositories listed
• Few-shot Learning for Topic Modeling
  19 Apr 2021 0 repositories listed
• Hierarchical Topic Presence Models
  16 Apr 2021 0 repositories listed
• AI supported Topic Modeling using KNIME-Workflows
  15 Apr 2021 0 repositories listed
• A Bayesian approach to modeling topic-metadata relationships
  6 Apr 2021 0 repositories listed
• BART-TL: Weakly-Supervised Topic Label Generation
  1 Apr 2021 0 repositories listed
• Local and Global Topics in Text Modeling of Web Pages Nested in Web Sites
  30 Mar 2021 0 repositories listed
• Term-community-based topic detection with variable resolution
  25 Mar 2021 0 repositories listed
• Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management
  22 Mar 2021 0 repositories listed
• Topic Modelling Meets Deep Neural Networks: A Survey
  28 Feb 2021 0 repositories listed
• Analysis and tuning of hierarchical topic models based on Renyi entropy approach
  19 Jan 2021 0 repositories listed
• User Ex Machina : Simulation as a Design Probe in Human-in-the-Loop Text Analytics
  6 Jan 2021 0 repositories listed
• Learning a Latent Simplex in Input Sparsity Time
  1 Jan 2021 0 repositories listed
• Exploring Thematic Coherence in Fake News
  16 Dec 2020 0 repositories listed
• Discovering Airline-Specific Business Intelligence from Online Passenger Reviews: An Unsupervised Text Analytics Approach
  14 Dec 2020 0 repositories listed
• TAN-NTM: Topic Attention Networks for Neural Topic Modeling
  2 Dec 2020 0 repositories listed
• Deep Relational Topic Modeling via Graph Poisson Gamma Belief Network
  1 Dec 2020 0 repositories listed
• Developing a Curated Topic Model for COVID-19 Medical Research Literature
  1 Dec 2020 0 repositories listed
• Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration
  1 Dec 2020 0 repositories listed
• Semi-Supervised Topic Modeling for Gender Bias Discovery in English and Swedish
  1 Dec 2020 0 repositories listed
• Topic modelling discourse dynamics in historical newspapers
  20 Nov 2020 0 repositories listed
• Friendly Topic Assistant for Transformer Based Abstractive Summarization
  1 Nov 2020 0 repositories listed
• Learning VAE-LDA Models with Rounded Reparameterization Trick
  1 Nov 2020 0 repositories listed
• Rethinking Topic Modelling: From Document-Space to Term-Space
  1 Nov 2020 0 repositories listed
• Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models
  1 Nov 2020 0 repositories listed
• Helping users discover perspectives: Enhancing opinion mining with joint topic models
  23 Oct 2020 0 repositories listed
• Topic Modeling with Contextualized Word Representation Clusters
  23 Oct 2020 0 repositories listed
• Paying down metadata debt: learning the representation of concepts using topic models
  9 Oct 2020 0 repositories listed
• Unification of HDP and LDA Models for Optimal Topic Clustering of Subject Specific Question Banks
  4 Oct 2020 0 repositories listed
• BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation
  5 Aug 2020 0 repositories listed
• Better Early than Late: Fusing Topics with Word Embeddings for Neural Question Paraphrase Identification
  22 Jul 2020 0 repositories listed
• Semi-Supervised Learning Approach to Discover Enterprise User Insights from Feedback and Support
  18 Jul 2020 0 repositories listed
• The Sparse Hausdorff Moment Problem, with Application to Topic Models
  16 Jul 2020 0 repositories listed
• Automatic Poetry Generation from Prosaic Text
  1 Jul 2020 0 repositories listed
• Neural-DINF: A Neural Network based Framework for Measuring Document Influence
  1 Jul 2020 0 repositories listed
• Topic Balancing with Additive Regularization of Topic Models
  1 Jul 2020 0 repositories listed
• Modelling Grocery Retail Topic Distributions: Evaluation, Interpretability and Stability
  4 May 2020 0 repositories listed
• Legal-ES: A Set of Large Scale Resources for Spanish Legal Text Processing
  1 May 2020 0 repositories listed
• Indirect Identification of Psychosocial Risks from Natural Language
  30 Apr 2020 0 repositories listed
• Generalized Gumbel-Softmax Gradient Estimator for Generic Discrete Random Variables
  4 Mar 2020 0 repositories listed
• Gaussian Hierarchical Latent Dirichlet Allocation: Bringing Polysemy Back
  25 Feb 2020 0 repositories listed
• Conversational Structure Aware and Context Sensitive Topic Model for Online Discussions
  6 Feb 2020 0 repositories listed
• Optimal estimation of sparse topic models
  22 Jan 2020 0 repositories listed
• Random-walk Based Generative Model for Classifying Document Networks
  21 Jan 2020 0 repositories listed
• VSEC-LDA: Boosting Topic Modeling with Embedded Vocabulary Selection
  15 Jan 2020 0 repositories listed
• Topic Extraction of Crawled Documents Collection using Correlated Topic Model in MapReduce Framework
  6 Jan 2020 0 repositories listed
• Topic Models with Survival Supervision: Archetypal Analysis and Neural Approaches
  1 Jan 2020 0 repositories listed
• Precision-Recall Balanced Topic Modelling
  1 Dec 2019 0 repositories listed
• Legal document retrieval across languages: topic hierarchies based on synsets
  28 Nov 2019 0 repositories listed
• Tracing State-Level Obesity Prevalence from Sentence Embeddings of Tweets: A Feasibility Study
  26 Nov 2019 0 repositories listed
• Discovering topics with neural topic models built from PLSA assumptions
  25 Nov 2019 0 repositories listed