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"

50 / 423 papers shown

Title
Benchmarking Multi-National Value Alignment for Large Language Models Chengyi Ju Weijie Shi Chengzhong Liu Yalan Qin Jipeng Zhang ... Jia Zhu Jiajie Xu Yaodong Yang Sirui Han Yike Guo 481 2 0 17 Apr 2025
WildFireCan-MMD: A Multimodal Dataset for Classification of User-Generated Content During Wildfires in Canada Braeden Sherritt Isar Nejadgholi Marzieh Amini VLM 156 0 0 17 Apr 2025
Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models Maria Teleki Xiangjue Dong Haoran Liu James Caverlee 92 0 0 15 Apr 2025
LLMTaxo: Leveraging Large Language Models for Constructing Taxonomy of Factual Claims from Social Media Jun Wang Zhengyuan Zhu Zeyu Zhang Chengkai Li 51 0 0 11 Apr 2025
Merging Embedded Topics with Optimal Transport for Online Topic Modeling on Data Streams Federica Granese Benjamin Navet Serena Villata Charles Bouveyron 68 0 0 10 Apr 2025
MOSAIC: Modeling Social AI for Content Dissemination and Regulation in Multi-Agent Simulations Genglin Liu Salman Rahman Elisa Kreiss Marzyeh Ghassemi Saadia Gabriel Saadia Gabriel 116 0 0 10 Apr 2025
ConceptCarve: Dynamic Realization of Evidence Eylon Caplan Dan Goldwasser 141 0 0 09 Apr 2025
BASIR: Budget-Assisted Sectoral Impact Ranking -- A Dataset for Sector Identification and Performance Prediction Using Language Models Sohom Ghosh S. Naskar 48 0 0 02 Apr 2025
Processes Matter: How ML/GAI Approaches Could Support Open Qualitative Coding of Online Discourse Datasets John Chen Alexandros Lotsos Grace Wang Lexie Zhao Bruce Sherin Uri Wilensky Michael Horn 59 0 0 02 Apr 2025
A Large Scale Analysis of Gender Biases in Text-to-Image Generative Models Leander Girrbach Stephan Alaniz Genevieve Smith Zeynep Akata 143 0 0 30 Mar 2025
Advanced Deep Learning and Large Language Models: Comprehensive Insights for Cancer Detection Yassine Habchi Hamza Kheddar Yassine Himeur Adel Belouchrani Erchin Serpedin Fouad Khelifi Muhammad E.H. Chowdhury LM&MA 148 0 0 30 Mar 2025
Citegeist: Automated Generation of Related Work Analysis on the arXiv Corpus Claas Beger Carl-Leander Henneking 78 0 0 29 Mar 2025
Mapping Technological Futures: Anticipatory Discourse Through Text Mining Maciej Skorski A. Landowska Krzysztof Rajda 102 0 0 25 Mar 2025
BERTDetect: A Neural Topic Modelling Approach for Android Malware Detection Nishavi Ranaweera Jiarui Xu Suranga Seneviratne Aruna Seneviratne 83 0 0 23 Mar 2025
Poisson-Process Topic Model for Integrating Knowledge from Pre-trained Language Models Morgane Austern Yuanchuan Guo Zheng Tracy Ke Tianle Liu 93 0 0 22 Mar 2025
Autonomous AI imitators increase diversity in homogeneous information ecosystems Emil Bakkensen Johansen Oliver Baumann SyDa 114 0 0 20 Mar 2025
FutureGen: LLM-RAG Approach to Generate the Future Work of Scientific Article Ibrahim Al Azher Miftahul Jannat Mokarrama Zhishuai Guo Sagnik Ray Choudhury Hamed Alhoori LLMAG 108 2 0 20 Mar 2025
Synthesizing Privacy-Preserving Text Data via Finetuning without Finetuning Billion-Scale LLMs Bowen Tan Zheng Xu Eric P. Xing Zhiting Hu Shanshan Wu SyDa 178 3 0 16 Mar 2025
PUBLICSPEAK: Hearing the Public with a Probabilistic Framework in Local Government Tianliang Xu Eva Maxfield Brown Dustin Dwyer Sabina Tomkins 80 0 0 14 Mar 2025
Optimizing Large Language Models for Detecting Symptoms of Comorbid Depression or Anxiety in Chronic Diseases: Insights from Patient Messages Jiyeong Kim Stephen Ma Michael L. Chen Isaac R. Galatzer-Levy John Torous ... Christopher D. Sharp Michael A. Pfeffer Carolyn I. Rodriguez Eleni Linos Jonathan H. Chen LM&MA AI4MH 79 1 0 14 Mar 2025
Fact-checking with Generative AI: A Systematic Cross-Topic Examination of LLMs Capacity to Detect Veracity of Political Information Elizaveta Kuznetsova Ilaria Vitulano M. Makhortykh Martha Stolze Tomas Nagy Victoria Vziatysheva HILM 152 1 0 11 Mar 2025
A Dataset for Analysing News Framing in Chinese Media Owen Cook Yida Mu Xinye Yang Xingyi Song Kalina Bontcheva 113 1 0 06 Mar 2025
LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law T. Y. S. S. Santosh Mahmoud Aly O. Ichim Matthias Grabmair AILaw ELM 171 0 0 05 Mar 2025
Analyzing the Safety of Japanese Large Language Models in Stereotype-Triggering Prompts Akito Nakanishi Yukie Sano Geng Liu Francesco Pierri 100 0 0 03 Mar 2025
Argument Summarization and its Evaluation in the Era of Large Language Models Moritz Altemeyer Steffen Eger Johannes Daxenberger Yanran Chen Tim Altendorf Philipp Cimiano Benjamin Schiller LM&MA ELM LRM 130 1 0 02 Mar 2025
Identifying Emerging Concepts in Large Corpora Sibo Ma Julian Nyarko 75 0 0 28 Feb 2025
Improving Customer Service with Automatic Topic Detection in User Emails Bojana Bašaragin Darija Medvecki Gorana Gojić Milena Oparnica D. Mišković 140 0 0 26 Feb 2025
Mapping of Subjective Accounts into Interpreted Clusters (MOSAIC): Topic Modelling and LLM applied to Stroboscopic Phenomenology Romy Beauté David J. Schwartzman Guillaume Dumas Jennifer Crook Fiona Macpherson Adam B. Barrett Anil K. Seth 82 0 0 25 Feb 2025
Utilizing Social Media Analytics to Detect Trends in Saudi Arabias Evolving Market Kanwal Aalijah 149 0 0 24 Feb 2025
Understand User Opinions of Large Language Models via LLM-Powered In-the-Moment User Experience Interviews Mengqiao Liu Tevin Wang Cassandra A. Cohen Sarah Li Chenyan Xiong LRM 123 0 0 21 Feb 2025
A Socratic RAG Approach to Connect Natural Language Queries on Research Topics with Knowledge Organization Systems Lew Lefton Kexin Rong Chinar Dankhara Lila Ghemri Firdous Kausar A. Hannibal Hamdallahi 63 0 0 20 Feb 2025
Towards Quantum Tensor Decomposition in Biomedical Applications Myson Burch Jiasen Zhang Gideon Idumah Hakan Doga R. Lartey ... Weihong Guo Ying Ni Laxmi Parida Xiaojuan Li Aritra Bose 176 3 0 18 Feb 2025
Presumed Cultural Identity: How Names Shape LLM Responses Siddhesh Pawar Arnav Arora Lucie-Aimée Kaffee Isabelle Augenstein 148 1 0 17 Feb 2025
Hierarchical Graph Topic Modeling with Topic Tree-based Transformer Delvin Ce Zhang Menglin Yang Xiaobao Wu Jiasheng Zhang Hady W. Lauw 173 0 0 17 Feb 2025
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation Zhiyin Tan Jennifer D'Souza ELM 145 0 0 11 Feb 2025
Assessing the Aftermath: the Effects of a Global Takedown against DDoS-for-hire Services Anh V. Vu Ben Collier Daniel R. Thomas John Kristoff Richard Clayton Alice Hutchings 259 1 0 07 Feb 2025
Behavioral Homophily in Social Media via Inverse Reinforcement Learning: A Reddit Case Study Lanqin Yuan Philipp J. Schneider Marian-Andrei Rizoiu 98 0 0 05 Feb 2025
Using LLM-Based Approaches to Enhance and Automate Topic Labeling Trishia Khandelwal 42 0 0 03 Feb 2025
Hashtag Re-Appropriation for Audience Control on Recommendation-Driven Social Media Xiaohongshu (rednote) Ruyuan Wan Lingbo Tong Tiffany Knearem Toby Jia-Jun Li Ting-Hao 'Kenneth' Huang Qunfang Wu 76 0 0 30 Jan 2025
Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise Rose E. Wang Ana T. Ribeiro Carly Robinson Susanna Loeb Dora Demszky 162 17 0 28 Jan 2025
Playing Devil's Advocate: Unmasking Toxicity and Vulnerabilities in Large Vision-Language Models Abdulkadir Erol Trilok Padhi Agnik Saha Ugur Kursuncu Mehmet Emin Aktas 106 2 0 17 Jan 2025
Recommending the right academic programs: An interest mining approach using BERTopic Alessandro Hill Kalen Goo Puneet Agarwal 99 0 0 11 Jan 2025
BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study Atharva Mutsaddi Anvi Jamkhande Aryan Thakre Yashodhara Haribhakta 63 0 0 08 Jan 2025
Trajectories of Change: Approaches for Tracking Knowledge Evolution Raphael Schlattmann Malte Vogl 109 0 0 03 Jan 2025
Applying LLM and Topic Modelling in Psychotherapeutic Contexts Alexander Vanin Vadim Bolshev Anastasia Panfilova 52 0 0 23 Dec 2024
Computational Analysis of Character Development in Holocaust Testimonies Esther Shizgal Eitan Wagner Renana Keydar Omri Abend 103 1 0 22 Dec 2024
Refining Dimensions for Improving Clustering-based Cross-lingual Topic Models Chia-Hsuan Chang Tien-Yuan Huang Yi-Hang Tsai Chia-Ming Chang San-Yih Hwang 95 0 0 17 Dec 2024
DISHONEST: Dissecting misInformation Spread using Homogeneous sOcial NEtworks and Semantic Topic classification Caleb Stam Emily Saldanha M. Halappanavar Anurag Acharya 91 0 0 12 Dec 2024
Hostility Detection in UK Politics: A Dataset on Online Abuse Targeting MPs Mugdha Pandya Mali Jin Kalina Bontcheva Diana Maynard 148 0 0 05 Dec 2024
Using ChatGPT-4 for the Identification of Common UX Factors within a Pool of Measurement Items from Established UX Questionnaires Stefan Graser Stephan Böhm Martin Schrepp 107 2 0 20 Nov 2024