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 / 390 papers shown

Title
VizCV: AI-assisted visualization of researchers' publications tracks Vladimír Lazárik Marco Agus Barbora Kozlíková Pere-Pau Vázquez 22 0 0 13 May 2025
Enhancing BERTopic with Intermediate Layer Representations Dominik Koterwa Maciej Świtała 19 0 0 10 May 2025
The Efficiency of Pre-training with Objective Masking in Pseudo Labeling for Semi-Supervised Text Classification Arezoo Hatefi Xuan-Son Vu Monowar Bhuyan Frank Drewes VLM 24 0 0 10 May 2025
UKElectionNarratives: A Dataset of Misleading Narratives Surrounding Recent UK General Elections Fatima Haouari Carolina Scarton Nicolò Faggiani Nikolaos Nikolaidis Bonka Kotseva Ibrahim Abu Farha Jens Linge Kalina Bontcheva 39 0 0 08 May 2025
Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs Elisa Forcada Rodríguez Olatz Perez-de-Viñaspre Jon Ander Campos Dietrich Klakow Vagrant Gautam 27 0 0 05 May 2025
Towards High-Fidelity Synthetic Multi-platform Social Media Datasets via Large Language Models Henry Tari Nojus Sereiva Rishabh Kaushal T. Bertaglia Adriana Iamnitchi 26 0 0 02 May 2025
Investigating Literary Motifs in Ancient and Medieval Novels with Large Language Models Emelie Hallenberg 36 0 0 30 Apr 2025
LINC: Supporting Language Independent Communication and Comprehension to Enhance Contribution in Multilingual Collaborative Meetings Saramsh Gautam Mahmood Jasim 21 0 0 26 Apr 2025
Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Michele Carissimi Martina Saletta C. Ferretti 25 0 0 24 Apr 2025
Mining Software Repositories for Expert Recommendation Chad Marshall Andrew Barovic Armin Moin 17 0 0 23 Apr 2025
What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns Michael A. Hedderich Anyi Wang Raoyuan Zhao Florian Eichin Barbara Plank 30 0 0 22 Apr 2025
Bug Destiny Prediction in Large Open-Source Software Repositories through Sentiment Analysis and BERT Topic Modeling Sophie C. Pope Andrew Barovic Armin Moin 26 0 0 22 Apr 2025
Fully Bayesian Approaches to Topics over Time Julián Cendrero Julio Gonzalo Ivar Zapata OOD AI4TS 28 0 0 21 Apr 2025
The Dark Side of the Web: Towards Understanding Various Data Sources in Cyber Threat Intelligence Saskia Laura Schröer Noé Canevascini Irdin Pekaric Philine Widmer P. Laskov 85 0 0 19 Apr 2025
Uncovering Conspiratorial Narratives within Arabic Online Content Djamila Mohdeb Meriem Laifa Zineb Guemraoui Dalila Behih 26 0 0 18 Apr 2025
Bitcoin's Edge: Embedded Sentiment in Blockchain Transactional Data Charalampos Kleitsikas Nikolaos Korfiatis Stefanos Leonardos Carmine Ventre 24 0 0 18 Apr 2025
Contextual Embedding-based Clustering to Identify Topics for Healthcare Service Improvement K. M. S. Islam Ravi Teja Karri Srujan Vegesna Jiawei Wu Praveen Madiraju 19 0 0 18 Apr 2025
Tackling Social Bias against the Poor: A Dataset and Taxonomy on Aporophobia Georgina Curto S. Kiritchenko Muhammad Hammad Fahim Siddiqui I. Nejadgholi Kathleen C. Fraser 23 0 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 44 0 0 17 Apr 2025
Benchmarking Multi-National Value Alignment for Large Language Models Chengyi Ju Weijie Shi Chengzhong Liu Jiaming Ji Jipeng Zhang ... Jia Zhu Jiajie Xu Yaodong Yang Sirui Han Yike Guo 89 0 0 17 Apr 2025
Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models Maria Teleki Xiangjue Dong Haoran Liu James Caverlee 33 0 0 15 Apr 2025
LLMTaxo: Leveraging Large Language Models for Constructing Taxonomy of Factual Claims from Social Media H. Zhang Zhengyuan Zhu Zeyu Zhang Chengkai Li 22 0 0 11 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 41 0 0 10 Apr 2025
Merging Embedded Topics with Optimal Transport for Online Topic Modeling on Data Streams Federica Granese Benjamin Navet Serena Villata Charles Bouveyron 21 0 0 10 Apr 2025
ConceptCarve: Dynamic Realization of Evidence Eylon Caplan Dan Goldwasser 21 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 31 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 29 0 0 02 Apr 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 41 0 0 30 Mar 2025
A Large Scale Analysis of Gender Biases in Text-to-Image Generative Models Leander Girrbach Stephan Alaniz Genevieve Smith Zeynep Akata 40 0 0 30 Mar 2025
Citegeist: Automated Generation of Related Work Analysis on the arXiv Corpus Claas Beger Carl-Leander Henneking 37 0 0 29 Mar 2025
Mapping Technological Futures: Anticipatory Discourse Through Text Mining Maciej Skorski A. Landowska Krzysztof Rajda 22 0 0 25 Mar 2025
BERTDetect: A Neural Topic Modelling Approach for Android Malware Detection Nishavi Ranaweera Jiarui Xu Suranga Seneviratne Aruna Seneviratne 46 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 28 0 0 22 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 51 1 0 20 Mar 2025
Autonomous AI imitators increase diversity in homogeneous information ecosystems Emil Bakkensen Johansen Oliver Baumann SyDa 62 0 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 85 0 0 16 Mar 2025
PUBLICSPEAK: Hearing the Public with a Probabilistic Framework in Local Government Tianliang Xu Eva Maxfield Brown Dustin Dwyer Sabina Tomkins 36 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 62 0 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 68 1 0 11 Mar 2025
A Dataset for Analysing News Framing in Chinese Media Owen Cook Yida Mu Xinye Yang Xingyi Song Kalina Bontcheva 62 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 90 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 55 0 0 03 Mar 2025
Argument Summarization and its Evaluation in the Era of Large Language Models Moritz Altemeyer Steffen Eger Johannes Daxenberger Tim Altendorf Philipp Cimiano Benjamin Schiller LM&MA ELM LRM 65 0 0 02 Mar 2025
Identifying Emerging Concepts in Large Corpora Sibo Ma Julian Nyarko 28 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 54 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 39 0 0 25 Feb 2025
Utilizing Social Media Analytics to Detect Trends in Saudi Arabias Evolving Market Kanwal Aalijah 44 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 62 0 0 24 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 34 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 82 2 0 18 Feb 2025