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
Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset Khaoula Chehbouni Jonathan Colaço-Carr Yash More Jackie CK Cheung G. Farnadi 181 1 0 12 Nov 2024
BERTrend: Neural Topic Modeling for Emerging Trends Detection Allaa Boutaleb Jerome Picault Guillaume Grosjean 49 1 0 08 Nov 2024
Capturing research literature attitude towards Sustainable Development Goals: an LLM-based topic modeling approach Francesco Invernici Francesca Curati Jelena Jakimov Amirhossein Samavi Anna Bernasconi 84 0 0 05 Nov 2024
Towards Leveraging News Media to Support Impact Assessment of AI Technologies Mowafak Allaham Kimon Kieslich Nicholas Diakopoulos 48 0 0 04 Nov 2024
Hidden Persuaders: LLMs' Political Leaning and Their Influence on Voters Yujin Potter Shiyang Lai Junsol Kim James Evans Basel Alomair 88 20 0 31 Oct 2024
Reliability of Topic Modeling Kayla Schroeder Zach Wood-Doughty 67 0 0 30 Oct 2024
FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation Farima Fatahi Bayat Lechen Zhang Sheza Munir Lu Wang HILM 116 4 0 29 Oct 2024
Semantic Component Analysis: Discovering Patterns in Short Texts Beyond Topics Florian Eichin Carolin M. Schuster Georg Groh Michael A. Hedderich 55 0 0 28 Oct 2024
Estimating Causal Effects of Text Interventions Leveraging LLMs Siyi Guo Myrl G. Marmarelis Fred Morstatter Kristina Lerman CML 515 0 0 28 Oct 2024
Fine-Tuning and Evaluating Open-Source Large Language Models for the Army Domain Daniel C. Ruiz John Sell 55 1 0 27 Oct 2024
Artificial Intelligence in Brazilian News: A Mixed-Methods Analysis Raphael Hernandes Giulio Corsi 35 0 0 22 Oct 2024
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors Mayank Nagda Phil Ostheimer Sophie Fellenz 509 0 0 22 Oct 2024
CAST: Corpus-Aware Self-similarity Enhanced Topic modelling Yanan Ma Chenghao Xiao Chenhan Yuan Sabine N van der Veer Lamiece Hassan Chenghua Lin Goran Nenadic 115 0 0 19 Oct 2024
LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education Iain Xie Weissburg Sathvika Anand Sharon Levy Haewon Jeong 240 8 0 17 Oct 2024
Context is Key(NMF): Modelling Topical Information Dynamics in Chinese Diaspora Media R. Kristensen-Mclachlan Rebecca M. M. Hicke Márton Kardos Mette Thunø 59 2 0 16 Oct 2024
AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative Reasoning Mohammad Reza Rezaei Maziar Hafezi Amit Satpathy Lovell Hodge Ebrahim Pourjafari 58 3 0 16 Oct 2024
Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical Perception Jihao Zhao Zhiyuan Ji Pengnian Qi Pengnian Qi Simin Niu Feiyu Xiong Zhiyu Li Zhiyu Li 155 4 0 16 Oct 2024
Large-scale cloze evaluation reveals that token prediction tasks are neither lexically nor semantically aligned Cassandra L. Jacobs Loïc Grobol Alvin Tsang 58 0 0 15 Oct 2024
AGENTiGraph: An Interactive Knowledge Graph Platform for LLM-based Chatbots Utilizing Private Data Xinjie Zhao Moritz Blum Rui Yang Boming Yang Luis Márquez Carpintero ... Haoyang Li Yanran Fu Rongpin Wang Juntao Zhang Irene Li 88 4 0 15 Oct 2024
On Debiasing Text Embeddings Through Context Injection Thomas Uriot 67 0 0 14 Oct 2024
Dissecting embedding method: learning higher-order structures from data Liubov Tupikina Kathuria Hritika 28 0 0 14 Oct 2024
LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory Di Wu Hongwei Wang Wenhao Yu Yuwei Zhang Kai-Wei Chang Dong Yu RALM KELM 121 10 0 14 Oct 2024
Yesterday's News: Benchmarking Multi-Dimensional Out-of-Distribution Generalization of Misinformation Detection Models Ivo Verhoeven Pushkar Mishra Ekaterina Shutova 103 1 0 12 Oct 2024
Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements Jingyu Zhang Ahmed Elgohary Ahmed Magooda Daniel Khashabi Benjamin Van Durme 490 8 0 11 Oct 2024
More than Memes: A Multimodal Topic Modeling Approach to Conspiracy Theories on Telegram Elisabeth Steffen 121 0 0 11 Oct 2024
The LLM Effect: Are Humans Truly Using LLMs, or Are They Being Influenced By Them Instead? Alexander S. Choi Syeda Sabrina Akter JP Singh Antonios Anastasopoulos 59 8 0 07 Oct 2024
Post-hoc Study of Climate Microtargeting on Social Media Ads with LLMs: Thematic Insights and Fairness Evaluation Tunazzina Islam Dan Goldwasser 183 2 0 07 Oct 2024
Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback Fatemeh Pesaran Zadeh Juyeon Kim Jin-Hwa Kim Gunhee Kim ALM 136 5 0 05 Oct 2024
Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs Pritom Saha Akash Kevin Chen-Chuan Chang 104 1 0 04 Oct 2024
MetaOOD: Automatic Selection of OOD Detection Models Yuehan Qin Yichi Zhang Yi Nian Xueying Ding Yue Zhao OODD 107 1 0 04 Oct 2024
AutoTM 2.0: Automatic Topic Modeling Framework for Documents Analysis M. Khodorchenko N. Butakov Maxim Zuev D. Nasonov 24 0 0 01 Oct 2024
Causal Representation Learning with Generative Artificial Intelligence: Application to Texts as Treatments Kosuke Imai Kentaro Nakamura CML 143 6 0 01 Oct 2024
Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms Melkamu Mersha Mesay Gemeda yigezu Jugal Kalita 106 5 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 65 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 91 5 0 29 Sep 2024
Investigating the Impact of Text Summarization on Topic Modeling Trishia Khandelwal 43 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 63 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 18 0 0 27 Sep 2024
Image-guided topic modeling for interpretable privacy classification Alina Elena Baia Andrea Cavallaro 93 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 83 4 0 24 Sep 2024
MirrorStories: Reflecting Diversity through Personalized Narrative Generation with Large Language Models Sarfaroz Yunusov Hamza Sidat Ali Emami 148 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 85 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 66 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 52 0 0 19 Sep 2024
Ethical software requirements from user reviews: A systematic literature review Aakash Sorathiya Gouri Ginde 40 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 59 1 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 92 15 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 54 0 0 14 Sep 2024
Explaining Datasets in Words: Statistical Models with Natural Language Parameters Ruiqi Zhong Heng Wang Dan Klein Jacob Steinhardt 74 8 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 80 1 0 11 Sep 2024