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
Hierarchical Graph Topic Modeling with Topic Tree-based Transformer Delvin Ce Zhang Menglin Yang Xiaobao Wu Jiasheng Zhang Hady W. Lauw 45 0 0 17 Feb 2025
Presumed Cultural Identity: How Names Shape LLM Responses Siddhesh Pawar Arnav Arora Lucie-Aimée Kaffee Isabelle Augenstein 53 0 0 17 Feb 2025
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation Zhiyin Tan Jennifer D'Souza ELM 65 0 0 11 Feb 2025
Assessing the Aftermath: the Effects of a Global Takedown against DDoS-for-hire Services A. V. Vu Ben Collier Daniel R. Thomas John Kristoff Richard Clayton Alice Hutchings 80 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 53 0 0 05 Feb 2025
Using LLM-Based Approaches to Enhance and Automate Topic Labeling Trishia Khandelwal 35 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 60 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 45 1 0 17 Jan 2025
Recommending the right academic programs: An interest mining approach using BERTopic Alessandro Hill Kalen Goo Puneet Agarwal 38 0 0 11 Jan 2025
BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study Atharva Mutsaddi Anvi Jamkhande Aryan Thakre Yashodhara Haribhakta 23 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 23 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 74 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 70 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 69 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 73 0 0 12 Nov 2024
BERTrend: Neural Topic Modeling for Emerging Trends Detection Allaa Boutaleb Jerome Picault Guillaume Grosjean 27 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 26 0 0 05 Nov 2024
Towards Leveraging News Media to Support Impact Assessment of AI Technologies Mowafak Allaham Kimon Kieslich Nicholas Diakopoulos 37 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 35 12 0 31 Oct 2024
Reliability of Topic Modeling Kayla Schroeder Zach Wood-Doughty 27 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 45 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 16 0 0 28 Oct 2024
Estimating Causal Effects of Text Interventions Leveraging LLMs Siyi Guo Myrl G. Marmarelis Fred Morstatter Kristina Lerman CML 102 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 28 0 0 22 Oct 2024
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors M. Nagda Phil Ostheimer Sophie Fellenz 34 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 32 0 0 19 Oct 2024
LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education Iain Xie Weissburg Sathvika Anand Sharon Levy Haewon Jeong 48 1 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 19 0 0 16 Oct 2024
Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception Jihao Zhao Zhiyuan Ji Pengnian Qi Simin Niu Bo Tang Feiyu Xiong Z. Li Zhiyu Li 74 4 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 26 3 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 19 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 ... H. Li Yanran Fu R. Wang Juntao Zhang Irene Z Li 23 3 0 15 Oct 2024
On Debiasing Text Embeddings Through Context Injection Thomas Uriot 27 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 W. Yu Yuwei Zhang Kai-Wei Chang Dong Yu RALM KELM 44 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 25 0 0 12 Oct 2024
More than Memes: A Multimodal Topic Modeling Approach to Conspiracy Theories on Telegram Elisabeth Steffen 26 0 0 11 Oct 2024
Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements Jingyu Zhang Ahmed Elgohary Ahmed Magooda Daniel Khashabi Benjamin Van Durme 92 2 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 19 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 36 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 44 1 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 34 4 0 04 Oct 2024
Causal Representation Learning with Generative Artificial Intelligence: Application to Texts as Treatments Kosuke Imai Kentaro Nakamura CML 24 4 0 01 Oct 2024
AutoTM 2.0: Automatic Topic Modeling Framework for Documents Analysis M. Khodorchenko N. Butakov Maxim Zuev D. Nasonov 14 0 0 01 Oct 2024
Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms Melkamu Mersha Mesay Gemeda yigezu Jugal Kalita 31 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 21 1 0 30 Sep 2024