BERTopic: Neural topic modeling with a class-based TF-IDF procedure

11 March 2022

Papers citing "BERTopic: Neural topic modeling with a class-based TF-IDF procedure"

23 / 423 papers shown

Title
Multi-scale Hybridized Topic Modeling: A Pipeline for Analyzing Unstructured Text Datasets via Topic Modeling Keyi Cheng Stefan Inzer Adrian Leung Xiaoxian Shen Michael Perlmutter Michael R. Lindstrom Joyce A. Chew Todd Presner Deanna Needell 54 1 0 24 Nov 2022
A Multi-task Model for Sentiment Aided Stance Detection of Climate Change Tweets Apoorva Upadhyaya M. Fisichella Wolfgang Nejdl 64 30 0 07 Nov 2022
Moving beyond word lists: towards abstractive topic labels for human-like topics of scientific documents Domenic Rosati 55 0 0 28 Oct 2022
ProSiT! Latent Variable Discovery with PROgressive SImilarity Thresholds Tommaso Fornaciari Dirk Hovy Federico Bianchi 41 1 0 26 Oct 2022
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe Xiang Yue Huseyin A. Inan Xuechen Li Girish Kumar Julia McAnallen Hoda Shajari Huan Sun David Levitan Robert Sim 154 86 0 25 Oct 2022
Automatic Scene-based Topic Channel Construction System for E-Commerce Peng Lin Yanyan Zou Lingfei Wu Mian Ma Zhuoye Ding Bo Long 64 0 0 06 Oct 2022
Theme and Topic: How Qualitative Research and Topic Modeling Can Be Brought Together M. Gillies Dhiraj Murthy Harry Brenton Rapheal Olaniyan 42 6 0 03 Oct 2022
Twitter Topic Classification Dimosthenis Antypas Asahi Ushio Jose Camacho-Collados Leonardo Neves Vítor Silva Francesco Barbieri 107 33 0 20 Sep 2022
Demystifying the COVID-19 vaccine discourse on Twitter Zainab Zaidi Mengbin Ye Fergus John Samon Abdisalam Jama Binduja Gopalakrishnan Chenhao Gu S. Karunasekera Jamie Evans Y. Kashima 20 1 0 29 Aug 2022
Vaccine Discourse on Twitter During the COVID-19 Pandemic Gabriel Lindelöf Talayeh Aledavood Barbara Keller 44 16 0 23 Jul 2022
Keyword Extraction in Scientific Documents Susie Xi Rao Piriyakorn Piriyatamwong P. Ghoshal Sara Nasirian Emmanuel de Salis Sandra Mitrović Michael Wechner Vanya Brucker P. Egger Ce Zhang 51 3 0 05 Jul 2022
Using Twitter Data to Understand Public Perceptions of Approved versus Off-label Use for COVID-19-related Medications Yining Hua Hang Jiang Shixu Lin Jie Yang Joseph M. Plasek D. Bates Li Zhou 80 39 0 29 Jun 2022
Understanding Aesthetics with Language: A Photo Critique Dataset for Aesthetic Assessment Daniel Vera Nieto Luigi Celona Clara Fernandez-Labrador CoGe 72 11 0 17 Jun 2022
Analyzing Folktales of Different Regions Using Topic Modeling and Clustering Jacob Werzinsky Zhiyan Zhong Xuedan Zou 37 0 0 09 Jun 2022
Actuarial Applications of Natural Language Processing Using Transformers: Case Studies for Using Text Features in an Actuarial Context Andrea Troxler Jürg Schelldorfer 44 10 0 04 Jun 2022
Happenstance: Utilizing Semantic Search to Track Russian State Media Narratives about the Russo-Ukrainian War On Reddit Hans W. A. Hanley Deepak Kumar Zakir Durumeric 38 46 0 28 May 2022
Artificial intelligence for topic modelling in Hindu philosophy: mapping themes between the Upanishads and the Bhagavad Gita Rohitash Chandra Mukul Ranjan AI4CE 68 13 0 23 May 2022
Exploring Dimensionality Reduction Techniques in Multilingual Transformers Álvaro Huertas-García Alejandro Martín Javier Huertas-Tato David Camacho 64 9 0 18 Apr 2022
Are You Robert or RoBERTa? Deceiving Online Authorship Attribution Models Using Neural Text Generators Keenan I. Jones Jason R. C. Nurse Shujun Li DeLMO 105 19 0 18 Mar 2022
Twitter-Demographer: A Flow-based Tool to Enrich Twitter Data Federico Bianchi Vincenzo Cutrona Dirk Hovy 55 4 0 26 Jan 2022
Zero-Truncated Poisson Regression for Sparse Multiway Count Data Corrupted by False Zeros Oscar López Daniel M. Dunlavy R. Lehoucq 60 4 0 25 Jan 2022
Towards End-to-End Training of Automatic Speech Recognition for Nigerian Pidgin Amina Mardiyyah Rufai Afolabi Abeeb Esther Oduntan Tayo Arulogun Oluwabukola Adegboro Daniel Ajisafe 119 4 0 21 Oct 2020
Neural Embedding Allocation: Distributed Representations of Topic Models Kamrun Naher Keya Yannis Papanikolaou James R. Foulds BDL 67 5 0 10 Sep 2019