ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics

ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics

3 February 2023

Camélia Constantin

Papers citing "ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics"

16 / 16 papers shown

Title
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors Mayank Nagda Phil Ostheimer Sophie Fellenz 473 0 0 22 Oct 2024
Contextualized Topic Coherence Metrics Hamed Rahimi Jacob Louis Hoover David M. Mimno Hubert Naacke Camélia Constantin B. Amann 57 18 0 23 May 2023
BERTopic: Neural topic modeling with a class-based TF-IDF procedure M. Grootendorst 149 1,485 0 11 Mar 2022
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Alexei Baevski Wei-Ning Hsu Qiantong Xu Arun Babu Jiatao Gu Michael Auli SSL VLM ViT 97 858 0 07 Feb 2022
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 229 5,539 0 07 Jul 2021
Topic Modeling with Contextualized Word Representation Clusters Laure Thompson David M. Mimno 137 86 0 23 Oct 2020
Top2Vec: Distributed Representations of Topics D. Angelov 73 347 0 19 Aug 2020
Context Reinforced Neural Topic Modeling over Short Texts Jiachun Feng Zusheng Zhang Chengzhuo Ding Yanghui Rao Haoran Xie BDL 91 32 0 11 Aug 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,226 0 27 Aug 2019
The Dynamic Embedded Topic Model Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei BDL 58 87 0 12 Jul 2019
Topic Modeling in Embedding Spaces Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei BDL 182 643 0 08 Jul 2019
On the Use of ArXiv as a Dataset Colin B. Clement Matthew Bierbaum K. O’Keeffe Alexander A. Alemi AI4CE 376 133 0 30 Apr 2019
Scalable Generalized Dynamic Topic Models P. Jähnichen F. Wenzel Marius Kloft Stephan Mandt BDL 71 40 0 21 Mar 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 160 9,432 0 09 Feb 2018
Exploring the Political Agenda of the European Parliament Using a Dynamic Topic Modeling Approach Derek Greene J. Cross 99 180 0 11 Jul 2016
Continuous Time Dynamic Topic Models Chong-Jun Wang David M. Blei David Heckerman 99 511 0 13 Jun 2012