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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 3 of 9: papers 201 to 300 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.

• Automatic Labelling of Topics with Neural Embeddings
  16 Dec 2016 1 repository listed
• Grammar induction from (lots of) words alone
  1 Dec 2016 1 repository listed
• Modeling topic dependencies in semantically coherent text spans with copulas
  1 Dec 2016 1 repository listed
• TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency
  5 Nov 2016 1 repository listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Generative Topic Embedding: a Continuous Representation of Documents
  1 Aug 2016 1 repository listed
• Source-LDA: Enhancing probabilistic topic models using prior knowledge sources
  2 Jun 2016 1 repository listed
• On a Topic Model for Sentences
  1 Jun 2016 1 repository listed
• Computing Web-scale Topic Models using an Asynchronous Parameter Server
  24 May 2016 1 repository listed
• Latent Tree Models for Hierarchical Topic Detection
  21 May 2016 1 repository listed
• A Survey on Bayesian Deep Learning
  6 Apr 2016 1 repository listed
• Nonparametric Spherical Topic Modeling with Word Embeddings
  1 Apr 2016 1 repository listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples)
• Scaling up Dynamic Topic Models
  19 Feb 2016 1 repository listed
• Guaranteed inference in topic models
  10 Dec 2015 1 repository listed
• Inference in topic models: sparsity and trade-off
  10 Dec 2015 1 repository listed
• Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections
  19 Aug 2015 1 repository listed
• End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture
  14 Aug 2015 1 repository listed
• Gaussian LDA for Topic Models with Word Embeddings
  1 Jul 2015 1 repository listed
• Sparse Partially Collapsed MCMC for Parallel Inference in Topic Models
  11 Jun 2015 1 repository listed
• A Scalable Asynchronous Distributed Algorithm for Topic Modeling
  16 Dec 2014 1 repository listed
• LightLDA: Big Topic Models on Modest Compute Clusters
  4 Dec 2014 1 repository listed
• Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model Quality
  1 Apr 2014 1 repository listed
• Parsimonious Topic Models with Salient Word Discovery
  22 Jan 2014 1 repository listed
• Orthonormal Explicit Topic Analysis for Cross-Lingual Document Matching
  1 Oct 2013 1 repository listed
• TwitIE: An Open-Source Information Extraction Pipeline for Microblog Text
  1 Sep 2013 1 repository listed
• On-line Trend Analysis with Topic Models: #twitter Trends Detection Topic Model Online
  1 Dec 2012 1 repository listed
• Exploring Topic Coherence over Many Models and Many Topics
  1 Jul 2012 1 repository listed
• On Smoothing and Inference for Topic Models
  9 May 2012 1 repository listed
• Supervised Topic Models
  3 Mar 2010 1 repository listed
• Software Framework for Topic Modelling with Large Corpora
  1 Jan 2010 1 repository listed
• topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation
  19 May 2025 0 repositories listed
• HAMLET: Healthcare-focused Adaptive Multilingual Learning Embedding-based Topic Modeling
  12 May 2025 0 repositories listed
• Fully Bayesian Approaches to Topics over Time
  21 Apr 2025 0 repositories listed
• Multivariate Gaussian Topic Modelling: A novel approach to discover topics with greater semantic coherence
  19 Mar 2025 0 repositories listed
• Unsupervised Topic Models are Data Mixers for Pre-training Language Models
  24 Feb 2025 0 repositories listed
• Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of LLMs
  20 Feb 2025 0 repositories listed
• Hierarchical Graph Topic Modeling with Topic Tree-based Transformer
  17 Feb 2025 0 repositories listed
• Exploring the Technology Landscape through Topic Modeling, Expert Involvement, and Reinforcement Learning
  22 Jan 2025 0 repositories listed
• Visual Exploration of Stopword Probabilities in Topic Models
  17 Jan 2025 0 repositories listed
• BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study
  7 Jan 2025 0 repositories listed
• Detecting Neurocognitive Disorders through Analyses of Topic Evolution and Cross-modal Consistency in Visual-Stimulated Narratives
  7 Jan 2025 0 repositories listed
• Analyzing Aviation Safety Narratives with LDA, NMF and PLSA: A Case Study Using Socrata Datasets
  3 Jan 2025 0 repositories listed
• Bidirectional Topic Matching: Quantifying Thematic Overlap Between Corpora Through Topic Modelling
  24 Dec 2024 0 repositories listed
• Enhancing Topic Interpretability for Neural Topic Modeling through Topic-wise Contrastive Learning
  23 Dec 2024 0 repositories listed
• GloCOM: A Short Text Neural Topic Model via Global Clustering Context
  30 Nov 2024 0 repositories listed
• Provable unlearning in topic modeling and downstream tasks
  19 Nov 2024 0 repositories listed
• From Word Vectors to Multimodal Embeddings: Techniques, Applications, and Future Directions For Large Language Models
  6 Nov 2024 0 repositories listed
• Multi-environment Topic Models
  31 Oct 2024 0 repositories listed
• Evolving Voices Based on Temporal Poisson Factorisation
  24 Oct 2024 0 repositories listed
• Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors
  22 Oct 2024 0 repositories listed
• More than Memes: A Multimodal Topic Modeling Approach to Conspiracy Theories on Telegram
  11 Oct 2024 0 repositories listed
• Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs
  4 Oct 2024 0 repositories listed
• Embedded Topic Models Enhanced by Wikification
  3 Oct 2024 0 repositories listed
• AutoTM 2.0: Automatic Topic Modeling Framework for Documents Analysis
  1 Oct 2024 0 repositories listed
• NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization
  29 Sep 2024 0 repositories listed
• Investigating the Impact of Text Summarization on Topic Modeling
  28 Sep 2024 0 repositories listed
• Exchangeable Sequence Models Quantify Uncertainty Over Latent Concepts
  6 Aug 2024 0 repositories listed
• TopicTag: Automatic Annotation of NMF Topic Models Using Chain of Thought and Prompt Tuning with LLMs
  29 Jul 2024 0 repositories listed
• Text-to-Battery Recipe: A language modeling-based protocol for automatic battery recipe extraction and retrieval
  22 Jul 2024 0 repositories listed
• Interactive Topic Models with Optimal Transport
  28 Jun 2024 0 repositories listed
• Historia Magistra Vitae: Dynamic Topic Modeling of Roman Literature using Neural Embeddings
  27 Jun 2024 0 repositories listed
• Comprehensive Evaluation of Large Language Models for Topic Modeling
  2 Jun 2024 0 repositories listed
• The Geometric Structure of Topic Models
  6 Mar 2024 0 repositories listed
• Topic Modeling as Multi-Objective Contrastive Optimization
  12 Feb 2024 0 repositories listed
• RankSum An unsupervised extractive text summarization based on rank fusion
  7 Feb 2024 0 repositories listed
• CFTM: Continuous time fractional topic model
  29 Jan 2024 0 repositories listed
• Dynamic embedded topic models and change-point detection for exploring literary-historical hypotheses
  25 Jan 2024 0 repositories listed
• Topic Modelling: Going Beyond Token Outputs
  16 Jan 2024 0 repositories listed
• Short-Form Videos and Mental Health: A Knowledge-Guided Neural Topic Model
  11 Jan 2024 0 repositories listed
• Discovering Significant Topics from Legal Decisions with Selective Inference
  2 Jan 2024 0 repositories listed
• Dynamic Topic Language Model on Heterogeneous Children's Mental Health Clinical Notes
  19 Dec 2023 0 repositories listed
• Contrastive News and Social Media Linking using BERT for Articles and Tweets across Dual Platforms
  11 Dec 2023 0 repositories listed
• Labeled Interactive Topic Models
  15 Nov 2023 0 repositories listed
• Profiling Irony & Stereotype: Exploring Sentiment, Topic, and Lexical Features
  8 Nov 2023 0 repositories listed
• Let the Pretrained Language Models "Imagine" for Short Texts Topic Modeling
  24 Oct 2023 0 repositories listed
• Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation
  9 Oct 2023 0 repositories listed
• TopicAdapt- An Inter-Corpora Topics Adaptation Approach
  8 Oct 2023 0 repositories listed
• Evaluating Dynamic Topic Models
  12 Sep 2023 0 repositories listed
• vONTSS: vMF based semi-supervised neural topic modeling with optimal transport
  3 Jul 2023 0 repositories listed
• Painsight: An Extendable Opinion Mining Framework for Detecting Pain Points Based on Online Customer Reviews
  3 Jun 2023 0 repositories listed
• Interactive Concept Learning for Uncovering Latent Themes in Large Text Collections
  8 May 2023 0 repositories listed
• Two to Five Truths in Non-Negative Matrix Factorization
  6 May 2023 0 repositories listed
• Graph2topic: an opensource topic modeling framework based on sentence embedding and community detection
  13 Apr 2023 0 repositories listed
• A User-Centered, Interactive, Human-in-the-Loop Topic Modelling System
  4 Apr 2023 0 repositories listed
• Topics in the Haystack: Extracting and Evaluating Topics beyond Coherence
  30 Mar 2023 0 repositories listed
• Federated Variational Inference Methods for Structured Latent Variable Models
  7 Feb 2023 0 repositories listed
• You Are What You Talk About: Inducing Evaluative Topics for Personality Analysis
  1 Feb 2023 0 repositories listed
• Improving the Inference of Topic Models via Infinite Latent State Replications
  25 Jan 2023 0 repositories listed
• Interpretable and Scalable Graphical Models for Complex Spatio-temporal Processes
  15 Jan 2023 0 repositories listed
• Topics in Contextualised Attention Embeddings
  11 Jan 2023 0 repositories listed
• Using Open-Ended Stressor Responses to Predict Depressive Symptoms across Demographics
  15 Nov 2022 0 repositories listed
• The future is different: Large pre-trained language models fail in prediction tasks
  1 Nov 2022 0 repositories listed
• Moving beyond word lists: towards abstractive topic labels for human-like topics of scientific documents
  28 Oct 2022 0 repositories listed
• Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature
  1 Oct 2022 0 repositories listed
• On confidence intervals for precision matrices and the eigendecomposition of covariance matrices
  25 Aug 2022 0 repositories listed
• GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization
  21 Aug 2022 0 repositories listed
• Efficient Algorithms for Sparse Moment Problems without Separation
  26 Jul 2022 0 repositories listed
• Estimation and inference for the Wasserstein distance between mixing measures in topic models
  26 Jun 2022 0 repositories listed
• Revisiting Group Differences in High-Dimensional Choices: Method and Application to Congressional Speech
  22 Jun 2022 0 repositories listed
• Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models
  16 Jun 2022 0 repositories listed
• A Bayesian Topic Model for Human-Evaluated Interpretability
  1 Jun 2022 0 repositories listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.