Human-interpretable clustering of short-text using large language models

12 May 2024

Papers citing "Human-interpretable clustering of short-text using large language models"

10 / 10 papers shown

Title
Moving Past Single Metrics: Exploring Short-Text Clustering Across Multiple Resolutions Justin K. Miller Tristram J. Alexander 76 1 0 24 Feb 2025
Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence Alexander Miserlis Hoyle Pranav Goel Denis Peskov Andrew Hian-Cheong Jordan L. Boyd-Graber Philip Resnik 136 131 0 05 Jul 2021
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang Ming Zhou VLM 170 1,280 0 25 Feb 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,301 0 27 Aug 2019
Bayesian Item Response Modeling in R with brms and Stan Paul-Christian Bürkner 44 390 0 23 May 2019
Short Text Topic Modeling Techniques, Applications, and Performance: A Survey Jipeng Qiang Qian Zhenyu Li Yun Yuan Yunhao Wu Xindong BDL AI4TS 101 256 0 13 Apr 2019
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 199 9,473 0 09 Feb 2018
Clustering Algorithms: A Comparative Approach M. Z. Rodriguez C. H. Comin Dalcimar Casanova Odemir M. Bruno D. R. Amancio F. Rodrigues L. D. F. Costa 41 457 0 26 Dec 2016
The Mythos of Model Interpretability Zachary Chase Lipton FaML 183 3,706 0 10 Jun 2016
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 259 9,247 0 16 May 2014