{"total":15,"rows":[{"id":"2202.04582","title":"Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations","created":"2022-02-09","cited_by_count":34,"area":null},{"id":"2312.09693","title":"Prompting Large Language Models for Topic Modeling","created":"2023-12-15","cited_by_count":25,"area":null},{"id":"2307.01226","title":"vONTSS: vMF based semi-supervised neural topic modeling with optimal transport","created":"2023-07-03","cited_by_count":16,"area":null},{"id":"2212.06002","title":"Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts","created":"2022-12-12","cited_by_count":12,"area":null},{"id":"2205.01845","title":"Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds","created":"2022-05-04","cited_by_count":7,"area":null},{"id":"2203.12000","title":"Text Transformations in Contrastive Self-Supervised Learning: A Review","created":"2022-03-22","cited_by_count":5,"area":null},{"id":"2106.13549","title":"Connecting Sphere Manifolds Hierarchically for Regularization","created":"2021-06-25","cited_by_count":2,"area":null},{"id":"2208.01712","title":"No Pattern, No Recognition: a Survey about Reproducibility and Distortion Issues of Text Clustering and Topic Modeling","created":"2022-08-02","cited_by_count":2,"area":null},{"id":"2106.14431","title":"Modelling Monotonic and Non-Monotonic Attribute Dependencies with Embeddings: A Theoretical Analysis","created":"2021-06-28","cited_by_count":1,"area":null},{"id":"2410.03964","title":"Variational Language Concepts for Interpreting Foundation Language Models","created":"2024-10-04","cited_by_count":1,"area":null},{"id":"2507.12451","title":"S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling","created":"2025-07-16","cited_by_count":1,"area":null},{"id":"2107.10651","title":"Semiparametric Latent Topic Modeling on Consumer-Generated Corpora","created":"2021-07-13","cited_by_count":0,"area":null},{"id":"2211.16801","title":"Generalised Spherical Text Embedding","created":"2022-11-30","cited_by_count":0,"area":null},{"id":"2410.02441","title":"Embedded Topic Models Enhanced by Wikification","created":"2024-10-03","cited_by_count":0,"area":null},{"id":"2609.16592","title":"A Framework for Generating Valid Context-Specific Benchmarks through Expert Guidance","created":"2026-09-15","cited_by_count":0,"area":null}],"next_cursor":null}