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
Cyber-Security Knowledge Graph Generation by Hierarchical Nonnegative Matrix Factorization Ryan Barron M. Eren Manish Bhattarai Selma Wanna N. Solovyev Kim Ø. Rasmussen Boian S. Alexandrov Charles K. Nicholas Cynthia Matuszek 21 2 0 24 Mar 2024
Risk and Response in Large Language Models: Evaluating Key Threat Categories Bahareh Harandizadeh A. Salinas Fred Morstatter 20 3 0 22 Mar 2024
Visual Analytics for Fine-grained Text Classification Models and Datasets Munkhtulga Battogtokh Y. Xing Cosmin Davidescu Alfie Abdul-Rahman Michael Luck Rita Borgo 31 0 0 21 Mar 2024
Using Generative Text Models to Create Qualitative Codebooks for Student Evaluations of Teaching Andrew Katz Mitchell Gerhardt Michelle Soledad 39 3 0 18 Mar 2024
Cheap Ways of Extracting Clinical Markers from Texts Anastasia Sandu Teodor Mihailescu Sergiu Nisioi 22 2 0 17 Mar 2024
Safeguarding Marketing Research: The Generation, Identification, and Mitigation of AI-Fabricated Disinformation Anirban Mukherjee 27 4 0 17 Mar 2024
Discovering Latent Themes in Social Media Messaging: A Machine-in-the-Loop Approach Integrating LLMs Tunazzina Islam Dan Goldwasser 54 5 0 15 Mar 2024
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference Wei-Lin Chiang Lianmin Zheng Ying Sheng Anastasios Nikolas Angelopoulos Tianle Li ... Hao Zhang Banghua Zhu Michael I. Jordan Joseph E. Gonzalez Ion Stoica OSLM 16 477 0 07 Mar 2024
Media Bias Matters: Understanding the Impact of Politically Biased News on Vaccine Attitudes in Social Media Bohan Jiang Lu Cheng Zhen Tan Ruocheng Guo Huan Liu 26 6 0 06 Mar 2024
Probabilistic Topic Modelling with Transformer Representations Arik Reuter Anton Thielmann Christoph Weisser Benjamin Säfken Thomas Kneib 24 1 0 06 Mar 2024
GPTopic: Dynamic and Interactive Topic Representations Arik Reuter Anton Thielmann Christoph Weisser Sebastian Fischer Benjamin Säfken LLMAG 31 3 0 06 Mar 2024
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation Xueqing Wu Rui Zheng Jingzhen Sha Te-Lin Wu Hanyu Zhou Mohan Tang Kai-Wei Chang Nanyun Peng Haoran Huang 47 1 0 04 Mar 2024
Understanding Public Perceptions of AI Conversational Agents: A Cross-Cultural Analysis Zihan Liu Han Li Anfan Chen Renwen Zhang Yi-Chieh Lee LLMAG 15 21 0 25 Feb 2024
Artful Path to Healing: Using Machine Learning for Visual Art Recommendation to Prevent and Reduce Post-Intensive Care B. Yilma Chan Mi Kim G. Cupchik Luis A Leiva 21 5 0 23 Feb 2024
Social Convos: Capturing Agendas and Emotions on Social Media Ankita Bhaumik Ning Sa Gregorios A. Katsios T. Strzalkowski 33 1 0 23 Feb 2024
Automatic Histograms: Leveraging Language Models for Text Dataset Exploration Emily Reif Crystal Qian James Wexler Minsuk Kahng 28 10 0 21 Feb 2024
Are LLMs Rational Investors? A Study on Detecting and Reducing the Financial Bias in LLMs Yuhang Zhou Yuchen Ni Yu Gan Zhangyue Yin Xiang Liu Jian Zhang Sen Liu Xipeng Qiu Guangnan Ye Hongfeng Chai AIFin 41 4 0 20 Feb 2024
Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts Xiaobo Guo Soroush Vosoughi 26 1 0 16 Feb 2024
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) Usha Bhalla Alexander X. Oesterling Suraj Srinivas Flavio du Pin Calmon Himabindu Lakkaraju 34 35 0 16 Feb 2024
Multi-Fidelity Methods for Optimization: A Survey Ke Li Fan Li AI4CE 30 6 0 15 Feb 2024
Lying Blindly: Bypassing ChatGPT's Safeguards to Generate Hard-to-Detect Disinformation Claims at Scale Freddy Heppell M. Bakir Kalina Bontcheva DeLMO 27 1 0 13 Feb 2024
Evaluating the Data Model Robustness of Text-to-SQL Systems Based on Real User Queries Jonathan Fürst Catherine Kosten Farhad Nooralahzadeh Yi Zhang Kurt Stockinger LMTD 11 7 0 13 Feb 2024
What's documented in AI? Systematic Analysis of 32K AI Model Cards Weixin Liang Nazneen Rajani Xinyu Yang Ezinwanne Ozoani Eric Wu Yiqun Chen D. Smith James Y. Zou 33 15 0 07 Feb 2024
News Source Credibility Assessment: A Reddit Case Study Arash Amini Yigit E. Bayiz Ashwin Ram R. Marculescu Ufuk Topcu 28 2 0 07 Feb 2024
AlbNews: A Corpus of Headlines for Topic Modeling in Albanian Erion Çano Dario Lamaj 19 1 0 06 Feb 2024
Identifying Reasons for Contraceptive Switching from Real-World Data Using Large Language Models Brenda Y. Miao C. Y. Williams Ebenezer Chinedu-Eneh T. Zack Emily Alsentzer A. Butte Irene Y. Chen 13 6 0 06 Feb 2024
Comparison of Topic Modelling Approaches in the Banking Context Bayode Ogunleye Tonderai Maswera Laurence Hirsch J. Gaudoin T. Brunsdon AI4TS 11 41 0 05 Feb 2024
Multilingual transformer and BERTopic for short text topic modeling: The case of Serbian Darija Medvecki Bojana Bašaragin Adela Ljajić Nikola Milosevic 11 7 0 05 Feb 2024
Emergency Department Decision Support using Clinical Pseudo-notes Simon A. Lee Sujay Jain Alex Chen Kyoka Ono Jennifer Fang Á. Rudas Jeffrey N. Chiang 19 8 0 31 Jan 2024
Evaluating the Capabilities of LLMs for Supporting Anticipatory Impact Assessment Mowafak Allaham Nicholas Diakopoulos ELM 19 0 0 31 Jan 2024
Credit Risk Meets Large Language Models: Building a Risk Indicator from Loan Descriptions in P2P Lending Mario Sanz-Guerrero Javier Arroyo 28 4 0 29 Jan 2024
ConvoSense: Overcoming Monotonous Commonsense Inferences for Conversational AI Sarah E. Finch Jinho D. Choi LRM 14 3 0 27 Jan 2024
A Survey on Neural Topic Models: Methods, Applications, and Challenges Xiaobao Wu Thong Nguyen A. Luu BDL 18 33 0 27 Jan 2024
Scalable Qualitative Coding with LLMs: Chain-of-Thought Reasoning Matches Human Performance in Some Hermeneutic Tasks Zackary Dunivin 17 16 0 26 Jan 2024
A Big Data Architecture for Early Identification and Categorization of Dark Web Sites Javier Pastor-Galindo Hông-Ân Sandlin Félix Gómez Mármol Gérome Bovet Gregorio Martínez Pérez 11 9 0 24 Jan 2024
No Longer Trending on Artstation: Prompt Analysis of Generative AI Art Jon McCormack Maria Teresa Llano S. Krol Nina Rajcic DiffM 19 8 0 24 Jan 2024
Digital cloning of online social networks for language-sensitive agent-based modeling of misinformation spread Prateek Puri Gabriel Hassler Anton Shenk Sai Katragadda 16 1 0 23 Jan 2024
Revolutionizing API Documentation through Summarization AmirHossein Naghshzan Sylvie Ratte 21 0 0 21 Jan 2024
Combining topic modelling and citation network analysis to study case law from the European Court on Human Rights on the right to respect for private and family life M. Mohammadi L. M. Bruijn M. Wieling M. Vols AILaw 11 3 0 19 Jan 2024
Framing Analysis of Health-Related Narratives: Conspiracy versus Mainstream Media Markus Reiter-Haas Beate Klösch Markus Hadler Elisabeth Lex 11 5 0 18 Jan 2024
On the Readiness of Scientific Data for a Fair and Transparent Use in Machine Learning Joan Giner-Miguelez Abel Gómez Jordi Cabot 16 0 0 18 Jan 2024
Topic Modelling: Going Beyond Token Outputs Lowri Williams Eirini Anthi Laura Arman Pete Burnap 11 2 0 16 Jan 2024
DQNC2S: DQN-based Cross-stream Crisis event Summarizer Daniele Rege Cambrin Luca Cagliero Paolo Garza 13 0 0 12 Jan 2024
Analyzing Regional Impacts of Climate Change using Natural Language Processing Techniques Tanwi Mallick John Murphy Joshua Bergerson Duane R. Verner John K Hutchison L. Levy 22 4 0 11 Jan 2024
German Text Embedding Clustering Benchmark Silvan Wehrli Bert Arnrich Christopher Irrgang 22 5 0 05 Jan 2024
Discovering Significant Topics from Legal Decisions with Selective Inference Jerrold Soh Tsin Howe AILaw 14 2 0 02 Jan 2024
AHAM: Adapt, Help, Ask, Model -- Harvesting LLMs for literature mining Boshko Koloski Nada Lavrac B. Cestnik Senja Pollak Blaž Škrlj Andrej Kastrin 21 6 0 25 Dec 2023
Big Tech influence over AI research revisited: memetic analysis of attribution of ideas to affiliation Stanislaw Giziñski Paulina Kaczyñska Hubert Ruczyñski Emilia Wisnios Bartosz Pieliñski P. Biecek Julian Sienkiewicz 27 1 0 20 Dec 2023
Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation YoungJoon Yoo Jongwon Choi BDL 21 2 0 15 Dec 2023
Prompting Large Language Models for Topic Modeling Han Wang Nirmalendu Prakash N. Hoang Ming Shan Hee Usman Naseem Roy Ka-Wei Lee 18 23 0 15 Dec 2023