topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation

19 May 2025

Papers citing "topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation"

9 / 9 papers shown

Title
Unsupervised Topic Models are Data Mixers for Pre-training Language Models Jiahui Peng Xinlin Zhuang Qiu Jiantao Ren Ma Jing Yu Tianyi Bai Zeang Sheng 52 2 0 24 Feb 2025
Context is Key(NMF): Modelling Topical Information Dynamics in Chinese Diaspora Media R. Kristensen-Mclachlan Rebecca M. M. Hicke Márton Kardos Mette Thunø 37 1 0 16 Oct 2024
BERTopic: Neural topic modeling with a class-based TF-IDF procedure M. Grootendorst 80 1,422 0 11 Mar 2022
Top2Vec: Distributed Representations of Topics D. Angelov 42 342 0 19 Aug 2020
Cross-lingual Contextualized Topic Models with Zero-shot Learning Federico Bianchi Silvia Terragni Dirk Hovy Debora Nozza Elisabetta Fersini BDL 101 146 0 16 Apr 2020
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence Federico Bianchi Silvia Terragni Dirk Hovy AI4TS 45 287 0 08 Apr 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 545 11,979 0 27 Aug 2019
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 107 9,312 0 09 Feb 2018
Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization Nicolas Gillis S. Vavasis 94 223 0 06 Aug 2012