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 / 393 papers shown

Title
AutoTM 2.0: Automatic Topic Modeling Framework for Documents Analysis M. Khodorchenko N. Butakov Maxim Zuev D. Nasonov 19 0 0 01 Oct 2024
Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms Melkamu Mersha Mesay Gemeda yigezu Jugal Kalita 41 3 0 30 Sep 2024
Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis Luka Andrenšek Boshko Koloski Andraz Pelicon Nada Lavrac Senja Pollak Matthew Purver 28 1 0 30 Sep 2024
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization Duy-Tung Pham Thien Trang Nguyen Vu T. Nguyen Linh Ngo Van Duc Anh Nguyen Thien Huu Nguyen 37 2 0 29 Sep 2024
Investigating the Impact of Text Summarization on Topic Modeling Trishia Khandelwal 26 0 0 28 Sep 2024
Thematic Analysis with Open-Source Generative AI and Machine Learning: A New Method for Inductive Qualitative Codebook Development Andrew Katz Gabriella Coloyan Fleming Joyce Main 36 4 0 28 Sep 2024
Esports Debut as a Medal Event at 2023 Asian Games: Exploring Public Perceptions with BERTopic and GPT-4 Topic Fine-Tuning Tyreal Yizhou Qian Bo Yu Weizhe Li Chenglong Xu 13 0 0 27 Sep 2024
Image-guided topic modeling for interpretable privacy classification Alina Elena Baia Andrea Cavallaro 42 0 0 27 Sep 2024
Beyond Text-to-Text: An Overview of Multimodal and Generative Artificial Intelligence for Education Using Topic Modeling Ville Heilala Roberto Araya Raija Hamalainen 31 4 0 24 Sep 2024
MirrorStories: Reflecting Diversity through Personalized Narrative Generation with Large Language Models Sarfaroz Yunusov Hamza Sidat Ali Emami 76 0 0 20 Sep 2024
The FIX Benchmark: Extracting Features Interpretable to eXperts Helen Jin Shreya Havaldar Chaehyeon Kim Anton Xue Weiqiu You ... Bhuvnesh Jain Amin Madani M. Sako Lyle Ungar Eric Wong 29 1 0 20 Sep 2024
YesBut: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models Abhilash Nandy Yash Agarwal Ashish Patwa Millon Madhur Das Aman Bansal Ankit Raj Pawan Goyal Niloy Ganguly 35 0 0 20 Sep 2024
Exploring the topics, sentiments and hate speech in the Spanish information environment ALEJANDRO BUITRAGO LOPEZ Javier Pastor-Galindo José A. Ruipérez-Valiente 30 0 0 19 Sep 2024
Ethical software requirements from user reviews: A systematic literature review Aakash Sorathiya Gouri Ginde 20 2 0 18 Sep 2024
Visualizing Temporal Topic Embeddings with a Compass Daniel Palamarchuk Lemara Williams Brian Mayer Thomas Danielson Rebecca Faust Larry Deschaine Chris North AI4TS 27 0 0 16 Sep 2024
MindScape Study: Integrating LLM and Behavioral Sensing for Personalized AI-Driven Journaling Experiences Subigya Nepal Arvind Pillai William Campbell Talie Massachi Michael V. Heinz ... Colin A. Depp Nicholas C. Jacobson Mary Czerwinski Eric L. Granholm Andrew T. Campbell 38 7 0 15 Sep 2024
What you say or how you say it? Predicting Conflict Outcomes in Real and LLM-Generated Conversations Priya Ronald DĆosta Evan Rowbotham Xinlan Emily Hu 29 0 0 14 Sep 2024
Explaining Datasets in Words: Statistical Models with Natural Language Parameters Ruiqi Zhong Heng Wang Dan Klein Jacob Steinhardt 37 6 0 13 Sep 2024
Latent Space Interpretation for Stylistic Analysis and Explainable Authorship Attribution Milad Alshomary Narutatsu Ri Marianna Apidianaki Ajay Patel Smaranda Muresan Kathleen McKeown 30 0 0 11 Sep 2024
GLARE: Guided LexRank for Advanced Retrieval in Legal Analysis Fabio Gregório Rafaela Castro Kele Belloze Rui Pedro Lopes Eduardo Bezerra AILaw ELM 21 0 0 10 Sep 2024
Mapping News Narratives Using LLMs and Narrative-Structured Text Embeddings Jan Elfes 31 1 0 10 Sep 2024
Advancing Topic Segmentation of Broadcasted Speech with Multilingual Semantic Embeddings Sakshi Deo Shukla Pavel Denisov Tuğtekin Turan 23 0 0 10 Sep 2024
PingPong: A Benchmark for Role-Playing Language Models with User Emulation and Multi-Model Evaluation Ilya Gusev LLMAG 58 3 0 10 Sep 2024
MessIRve: A Large-Scale Spanish Information Retrieval Dataset Francisco Valentini Viviana Cotik D. Furman Ivan Bercovich Edgar Altszyler Juan Manuel Pérez 53 1 0 09 Sep 2024
FairHome: A Fair Housing and Fair Lending Dataset Anusha Bagalkotkar Aveek Karmakar Gabriel Arnson Ondrej Linda FaML AI4TS AILaw 23 0 0 09 Sep 2024
The Kubernetes Security Landscape: AI-Driven Insights from Developer Discussions J. Alexander Curtis Nasir U. Eisty 27 0 0 06 Sep 2024
Self-supervised Topic Taxonomy Discovery in the Box Embedding Space Yuyin Lu Hegang Chen Pengbo Mao Yanghui Rao H. Xie Fu Lee Wang Qing Li BDL 35 0 0 27 Aug 2024
Multi-Faceted Question Complexity Estimation Targeting Topic Domain-Specificity Sujay R Suki Perumal Yash Nagraj Anushka Ghei Srinivas K S 50 0 0 23 Aug 2024
Characterizing Online Toxicity During the 2022 Mpox Outbreak: A Computational Analysis of Topical and Network Dynamics Lizhou Fan Lingyao Li Libby Hemphill 175 1 0 21 Aug 2024
GLIMMER: Incorporating Graph and Lexical Features in Unsupervised Multi-Document Summarization Ran Liu Ming Liu Min Yu Jianguo Jiang Gang Li Dan Zhang Jingyuan Li Xiang Meng Weiqing Huang 16 0 0 19 Aug 2024
PhysBERT: A Text Embedding Model for Physics Scientific Literature Thorsten Hellert Joao Montenegro Andrea Pollastro PINN AI4CE 30 4 0 18 Aug 2024
GeneticPrism: Multifaceted Visualization of Scientific Impact Evolutions Ye Sun Zipeng Liu Yuankai Luo Lei Xia Lei Shi 33 0 0 14 Aug 2024
The Adaptive Strategies of Anti-Kremlin Digital Dissent in Telegram during the Russian Invasion of Ukraine Apaar Bawa Ugur Kursuncu Dilshod Achilov V. Shalin 26 1 0 13 Aug 2024
Iterative Improvement of an Additively Regularized Topic Model Alex Gorbulev V. Alekseev Konstantin Vorontsov 31 0 0 11 Aug 2024
Topic Modeling with Fine-tuning LLMs and Bag of Sentences Johannes Schneider 45 0 0 06 Aug 2024
OneLove beyond the field -- A few-shot pipeline for topic and sentiment analysis during the FIFA World Cup in Qatar Christoph Rauchegger Sonja Mei Wang Pieter Delobelle 39 0 0 05 Aug 2024
DebateQA: Evaluating Question Answering on Debatable Knowledge Rongwu Xu Xuan Qi Zehan Qi Wei Xu Zhijiang Guo ELM 53 5 0 02 Aug 2024
DisTrack: a new Tool for Semi-automatic Misinformation Tracking in Online Social Networks Francesco Di Salvo Álvaro Huertas-García Sebastian Doerrich Javier Huertas-Tato Christian Ledig 39 0 0 01 Aug 2024
Automatic Generation of Behavioral Test Cases For Natural Language Processing Using Clustering and Prompting Ying Li Rahul Singh Tarun Joshi Agus Sudjianto 30 0 0 31 Jul 2024
Industrial-Grade Smart Troubleshooting through Causal Technical Language Processing: a Proof of Concept Alexandre Trilla Ossee Yiboe Nenad Mijatovic Jordi Vitrià 28 1 0 30 Jul 2024
An Iterative Approach to Topic Modelling Albert Wong Florence Wing Yau Cheng Ashley Keung Yamileth Hercules Mary Alexandra Garcia Yew-Wei Lim Lien Pham 45 0 0 25 Jul 2024
A Large-Scale Sensitivity Analysis on Latent Embeddings and Dimensionality Reductions for Text Spatializations Daniel Atzberger Tim Cech Willy Scheibel Jürgen Döllner M. Behrisch Tobias Schreck 37 2 0 25 Jul 2024
Mapping the Technological Future: A Topic, Sentiment, and Emotion Analysis in Social Media Discourse A. Landowska Maciej Skorski Krzysztof Rajda 26 0 0 20 Jul 2024
AudienceView: AI-Assisted Interpretation of Audience Feedback in Journalism William Brannon Doug Beeferman Hang Jiang Andrew Heyward Deb Roy 19 0 0 17 Jul 2024
Bridging Dictionary: AI-Generated Dictionary of Partisan Language Use Hang Jiang Doug Beeferman William Brannon Andrew Heyward Deb Roy 51 0 0 12 Jul 2024
Open-world Multi-label Text Classification with Extremely Weak Supervision Xintong Li Jinya Jiang Ria Dharmani Jayanth Srinivasa Gaowen Liu Jingbo Shang VLM 34 2 0 08 Jul 2024
How Similar Are Elected Politicians and Their Constituents? Quantitative Evidence From Online Social Networks Waleed Iqbal Gareth Tyson Ignacio Castro 49 0 0 03 Jul 2024
Generative Monoculture in Large Language Models Fan Wu Emily Black Varun Chandrasekaran SyDa 35 3 0 02 Jul 2024
Interactive Topic Models with Optimal Transport Garima Dhanania Sheshera Mysore Chau Minh Pham Mohit Iyyer Hamed Zamani Andrew McCallum OT 35 1 0 28 Jun 2024
SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs Xin Su Man Luo Kris W Pan Tien Pei Chou Vasudev Lal Phillip Howard 53 3 0 28 Jun 2024