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
Utilizing Social Media Analytics to Detect Trends in Saudi Arabias Evolving Market Kanwal Aalijah 52 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 86 2 0 18 Feb 2025
Presumed Cultural Identity: How Names Shape LLM Responses Siddhesh Pawar Arnav Arora Lucie-Aimée Kaffee Isabelle Augenstein 58 0 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 50 0 0 17 Feb 2025
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation Zhiyin Tan Jennifer D'Souza ELM 67 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 88 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 58 0 0 05 Feb 2025
Using LLM-Based Approaches to Enhance and Automate Topic Labeling Trishia Khandelwal 37 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 31 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 80 12 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 49 1 0 17 Jan 2025
Recommending the right academic programs: An interest mining approach using BERTopic Alessandro Hill Kalen Goo Puneet Agarwal 49 0 0 11 Jan 2025
BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study Atharva Mutsaddi Anvi Jamkhande Aryan Thakre Yashodhara Haribhakta 28 0 0 08 Jan 2025
Trajectories of Change: Approaches for Tracking Knowledge Evolution Raphael Schlattmann Malte Vogl 31 0 0 03 Jan 2025
Applying LLM and Topic Modelling in Psychotherapeutic Contexts Alexander Vanin Vadim Bolshev Anastasia Panfilova 35 0 0 23 Dec 2024
DISHONEST: Dissecting misInformation Spread using Homogeneous sOcial NEtworks and Semantic Topic classification Caleb Stam Emily Saldanha M. Halappanavar Anurag Acharya 79 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 81 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 76 2 0 20 Nov 2024
Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset Khaoula Chehbouni Jonathan Colaço-Carr Yash More Jackie CK Cheung G. Farnadi 78 0 0 12 Nov 2024
BERTrend: Neural Topic Modeling for Emerging Trends Detection Allaa Boutaleb Jerome Picault Guillaume Grosjean 41 0 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 36 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 D. Song 51 12 0 31 Oct 2024
Reliability of Topic Modeling Kayla Schroeder Zach Wood-Doughty 35 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 58 3 0 29 Oct 2024
Semantic Component Analysis: Discovering Patterns in Short Texts Beyond Topics Florian Eichin Carolin M. Schuster Georg Groh Michael A. Hedderich 31 0 0 28 Oct 2024
Estimating Causal Effects of Text Interventions Leveraging LLMs Siyi Guo Myrl G. Marmarelis Fred Morstatter Kristina Lerman CML 191 0 0 28 Oct 2024
Fine-Tuning and Evaluating Open-Source Large Language Models for the Army Domain Daniel C. Ruiz John Sell 11 1 0 27 Oct 2024
Artificial Intelligence in Brazilian News: A Mixed-Methods Analysis Raphael Hernandes Giulio Corsi 30 0 0 22 Oct 2024
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors Mayank Nagda Phil Ostheimer Sophie Fellenz 51 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 42 0 0 19 Oct 2024
LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education Iain Xie Weissburg Sathvika Anand Sharon Levy Haewon Jeong 74 3 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 24 1 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 41 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 Zhiyu Li Zhiyu Li Zhiyu Li 84 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 26 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 ... Yiming Li Yanran Fu R. Wang Juntao Zhang Irene Z Li 30 3 0 15 Oct 2024
On Debiasing Text Embeddings Through Context Injection Thomas Uriot 37 0 0 14 Oct 2024
Dissecting embedding method: learning higher-order structures from data Liubov Tupikina Kathuria Hritika 16 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 46 13 0 14 Oct 2024
Yesterday's News: Benchmarking Multi-Dimensional Out-of-Distribution Generalisation of Misinformation Detection Models Ivo Verhoeven Pushkar Mishra Ekaterina Shutova 30 0 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 180 2 0 11 Oct 2024
More than Memes: A Multimodal Topic Modeling Approach to Conspiracy Theories on Telegram Elisabeth Steffen 31 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 34 6 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 41 1 0 07 Oct 2024
Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback Fatemeh Pesaran Zadeh Juyeon Kim Jin-Hwa Kim Gunhee Kim ALM 56 2 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 20 0 0 04 Oct 2024
MetaOOD: Automatic Selection of OOD Detection Models Yuehan Qin Yichi Zhang Yi Nian Xueying Ding Yue Zhao OODD 39 6 0 04 Oct 2024
Causal Representation Learning with Generative Artificial Intelligence: Application to Texts as Treatments Kosuke Imai Kentaro Nakamura CML 28 4 0 01 Oct 2024