Topic Modelling Meets Deep Neural Networks: A Survey

Topic Modelling Meets Deep Neural Networks: A Survey

28 February 2021

Papers citing "Topic Modelling Meets Deep Neural Networks: A Survey"

18 / 18 papers shown

Title
Recommending the right academic programs: An interest mining approach using BERTopic Alessandro Hill Kalen Goo Puneet Agarwal 49 0 0 11 Jan 2025
LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models Xiaohao Yang He Zhao Dinh Q. Phung Wray Buntine Lan Du ALM ELM 81 2 0 13 Jun 2024
MixEHR-SurG: a joint proportional hazard and guided topic model for inferring mortality-associated topics from electronic health records Yixuan Li Archer Y. Yang Ariane Marelli Yue Li 24 2 0 20 Dec 2023
Deep Dive into the Language of International Relations: NLP-based Analysis of UNESCO's Summary Records Joanna Wojciechowska Mateusz Sypniewski Maria Śmigielska Igor Kamiñski Emilia Wisnios Hanna Schreiber Bartosz Pieliñski 32 2 0 31 Jul 2023
Towards Generalising Neural Topical Representations Xiaohao Yang He Zhao Dinh Q. Phung Lan Du BDL OOD MedIm 37 1 0 24 Jul 2023
Parameter Estimation in DAGs from Incomplete Data via Optimal Transport Vy Vo Trung Le L. Vuong He Zhao Edwin V. Bonilla Dinh Q. Phung OT 34 4 0 25 May 2023
PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data Shenghan Zhang Haoxuan Li Ruixiang Tang Sirui Ding L. Rasmy Degui Zhi Na Zou Xia Hu 31 5 0 19 Mar 2023
The Elements of Visual Art Recommendation: Learning Latent Semantic Representations of Paintings B. Yilma Luis A. Leiva DiffM 27 15 0 28 Feb 2023
Efficient and Flexible Topic Modeling using Pretrained Embeddings and Bag of Sentences Johannes Schneider 52 3 0 06 Feb 2023
Topics in Contextualised Attention Embeddings Mozhgan Talebpour A. G. S. D. Herrera Shoaib Jameel 34 2 0 11 Jan 2023
Challenges and Opportunities in Information Manipulation Detection: An Examination of Wartime Russian Media Chan Young Park Julia Mendelsohn Anjalie Field Yulia Tsvetkov AAML 37 27 0 24 May 2022
A Comparison of Approaches for Imbalanced Classification Problems in the Context of Retrieving Relevant Documents for an Analysis Sandra Wankmüller 35 2 0 03 May 2022
BERTopic: Neural topic modeling with a class-based TF-IDF procedure M. Grootendorst 67 1,390 0 11 Mar 2022
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 43 128 0 05 Jul 2021
Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network Zhibin Duan Dongsheng Wang Bo Chen Chaojie Wang Wenchao Chen Yewen Li Jie Ren Mingyuan Zhou BDL 37 39 0 30 Jun 2021
Matching Visual Features to Hierarchical Semantic Topics for Image Paragraph Captioning D. Guo Ruiying Lu Bo Chen Zequn Zeng Mingyuan Zhou VLM 25 9 0 10 May 2021
A Topic Coverage Approach to Evaluation of Topic Models Damir Korenčić S. Ristov J. Repar Jan Snajder 21 17 0 11 Dec 2020
Topic Modeling with Contextualized Word Representation Clusters Laure Thompson David M. Mimno 117 83 0 23 Oct 2020