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
Generalizability of Media Frames: Corpus creation and analysis across countries Agnese Daffara Sourabh Dattawad Sebastian Padó Tanise Ceron 24 0 0 19 Jun 2025
Unpacking Generative AI in Education: Computational Modeling of Teacher and Student Perspectives in Social Media Discourse Paulina DeVito Akhil Vallala Sean Mcmahon Yaroslav Hinda Benjamin Thaw Hanqi Zhuang Hari Kalva 22 0 0 19 Jun 2025
Identifying social isolation themes in NVDRS text narratives using topic modeling and text-classification methods Drew Walker Swati Rajwal Sudeshna Das Snigdha Peddireddy Abeed Sarker 10 0 0 18 Jun 2025
Capturing Polysemanticity with PRISM: A Multi-Concept Feature Description Framework Laura Kopf Nils Feldhus Kirill Bykov P. Bommer Anna Hedström Marina M.-C. Höhne Oliver Eberle 40 0 0 18 Jun 2025
Large Language Models for History, Philosophy, and Sociology of Science: Interpretive Uses, Methodological Challenges, and Critical Perspectives Arno Simons Michael Zichert Adrian Wüthrich 37 0 0 13 Jun 2025
Beyond the Battlefield: Framing Analysis of Media Coverage in Conflict Reporting Avneet Kaur Arnav Arora 106 0 0 12 Jun 2025
Enhancing Traffic Accident Classifications: Application of NLP Methods for City Safety Enes Özeren Alexander Ulbrich Sascha Filimon David Rügamer Andreas Bender 21 0 0 11 Jun 2025
Understanding Cross-Domain Adaptation in Low-Resource Topic Modeling Pritom Saha Akash Kevin Chen-Chuan Chang OOD 15 0 0 09 Jun 2025
Mathesis: Towards Formal Theorem Proving from Natural Languages Yu Xuejun Jianyuan Zhong Zijin Feng Pengyi Zhai Roozbeh Yousefzadeh ... Dongcai Lu Jiacheng Sun Q. Xu Shen Xin Zhenguo Li AIMat OffRL LRM 25 0 0 08 Jun 2025
Persistent Homology of Topic Networks for the Prediction of Reader Curiosity Manuel D. S. Hopp Vincent Labatut Arthur Amalvy Richard Dufour Hannah Stone Hayley Jach Kou Murayama 35 0 0 06 Jun 2025
Enhancing Robot Safety via MLLM-Based Semantic Interpretation of Failure Data Aryaman Gupta Yusuf Umut Ciftci Somil Bansal 34 0 0 06 Jun 2025
E-LDA: Toward Interpretable LDA Topic Models with Strong Guarantees in Logarithmic Parallel Time Adam Breuer 30 0 0 06 Jun 2025
Urania: Differentially Private Insights into AI Use Daogao Liu Edith Cohen Badih Ghazi Peter Kairouz Pritish Kamath ... Ravi Kumar Pasin Manurangsi Adam Sealfon Da Yu Chiyuan Zhang 120 0 0 05 Jun 2025
From Anger to Joy: How Nationality Personas Shape Emotion Attribution in Large Language Models M. Kamruzzaman Abdullah Al Monsur Gene Louis Kim Anshuman Chhabra 77 0 0 03 Jun 2025
Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Arlene Casey Stuart Dunbar Franz Gruber Samuel McInerney Matúš Falis Pamela Linksted Katie Wilde Kathy Harrison Alison Hamilton Christian Cole 18 0 0 01 Jun 2025
The Hidden Language of Harm: Examining the Role of Emojis in Harmful Online Communication and Content Moderation Yuhang Zhou Yimin Xiao Wei Ai Ge Gao 36 0 0 31 May 2025
Is BERTopic Better than PLSA for Extracting Key Topics in Aviation Safety Reports? Aziida Nanyonga Joiner Keith Turhan Ugur Wild Graham 20 0 0 30 May 2025
Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings Hans W. A. Hanley Zakir Durumeric 33 0 0 30 May 2025
Don't Reinvent the Wheel: Efficient Instruction-Following Text Embedding based on Guided Space Transformation Yingchaojie Feng Yiqun Sun Yandong Sun Minfeng Zhu Qiang Huang Anthony K. H. Tung Wei Chen 31 0 0 30 May 2025
STEER-BENCH: A Benchmark for Evaluating the Steerability of Large Language Models Kai Chen Zihao He Taiwei Shi Kristina Lerman ALM LLMSV 106 0 0 27 May 2025
Conversational Exploration of Literature Landscape with LitChat Mingyu Huang Shasha Zhou Yuxuan Chen Ke Li LM&MA 32 0 0 25 May 2025
SCRum-9: Multilingual Stance Classification over Rumours on Social Media Yue Li Jake Vasilakes Zhixue Zhao Carolina Scarton 87 0 0 25 May 2025
Evaluating Text Creativity across Diverse Domains: A Dataset and Large Language Model Evaluator Qian Cao Xiting Wang Yuzhuo Yuan Yahui Liu Fang Luo Ruihua Song 56 0 0 25 May 2025
Is It Bad to Work All the Time? Cross-Cultural Evaluation of Social Norm Biases in GPT-4 Zhuozhuo Joy Liu Farhan Samir Mehar Bhatia Laura K. Nelson Vered Shwartz 43 0 0 23 May 2025
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Vladimir Baulin Austin Cook Daniel Friedman Janna Lumiruusu Andrew Pashea Shagor Rahman Benedikt Waldeck 76 0 0 23 May 2025
Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Seyedeh Fatemeh Ebrahimi Jaakko Peltonen 29 0 0 22 May 2025
Social Sycophancy: A Broader Understanding of LLM Sycophancy Myra Cheng Sunny Yu Cinoo Lee Pranav Khadpe Lujain Ibrahim Dan Jurafsky 54 0 0 20 May 2025
topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation Márton Kardos Kenneth Enevoldsen Kristoffer Nielbo 222 1 0 19 May 2025
AMAQA: A Metadata-based QA Dataset for RAG Systems Davide Bruni Marco Avvenuti Nicola Tonellotto Maurizio Tesconi 78 0 0 19 May 2025
The Evolving Landscape of Generative Large Language Models and Traditional Natural Language Processing in Medicine Rui Yang Haoyang Li Matthew Yu Heng Wong Y. Ke Xin Li ... Irene Li Douglas Teodoro Chuan Hong Daniel Ting Nan Liu LM&MA MedIm 63 0 0 15 May 2025
Tales of the 2025 Los Angeles Fire: Hotwash for Public Health Concerns in Reddit via LLM-Enhanced Topic Modeling Sulong Zhou Qunying Huang Shaoheng Zhou Yun Hang Xinyue Ye Aodong Mei Kathryn Phung Yuning Ye Uma Govindswamy Hui Yuan 30 0 0 14 May 2025
Beyond the Black Box: Interpretability of LLMs in Finance Hariom Tatsat Ariye Shater AIFin 88 0 0 14 May 2025
VizCV: AI-assisted visualization of researchers' publications tracks Vladimír Lazárik Marco Agus Barbora Kozlíková Pere-Pau Vázquez 81 0 0 13 May 2025
Enhancing BERTopic with Intermediate Layer Representations Dominik Koterwa Maciej Świtała 62 0 0 10 May 2025
The Efficiency of Pre-training with Objective Masking in Pseudo Labeling for Semi-Supervised Text Classification Arezoo Hatefi Xuan-Son Vu Monowar Bhuyan Frank Drewes VLM 89 0 0 10 May 2025
UKElectionNarratives: A Dataset of Misleading Narratives Surrounding Recent UK General Elections Fatima Haouari Carolina Scarton Nicolò Faggiani Nikolaos Nikolaidis Bonka Kotseva Ibrahim Abu Farha Jens Linge Kalina Bontcheva 103 0 0 08 May 2025
Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs Elisa Forcada Rodríguez Olatz Perez-de-Viñaspre Jon Ander Campos Dietrich Klakow Vagrant Gautam 120 0 0 05 May 2025
Towards High-Fidelity Synthetic Multi-platform Social Media Datasets via Large Language Models Henry Tari Nojus Sereiva Rishabh Kaushal T. Bertaglia Adriana Iamnitchi 80 0 0 02 May 2025
Investigating Literary Motifs in Ancient and Medieval Novels with Large Language Models Emelie Hallenberg 48 0 0 30 Apr 2025
LINC: Supporting Language Independent Communication and Comprehension to Enhance Contribution in Multilingual Collaborative Meetings Saramsh Gautam Mahmood Jasim 92 0 0 26 Apr 2025
Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Michele Carissimi Martina Saletta C. Ferretti 69 0 0 24 Apr 2025
Mining Software Repositories for Expert Recommendation Chad Marshall Andrew Barovic Armin Moin 33 0 0 23 Apr 2025
Bug Destiny Prediction in Large Open-Source Software Repositories through Sentiment Analysis and BERT Topic Modeling Sophie C. Pope Andrew Barovic Armin Moin 52 0 0 22 Apr 2025
What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns Michael A. Hedderich Anyi Wang Raoyuan Zhao Florian Eichin Jonas Fischer Barbara Plank 96 0 0 22 Apr 2025
Fully Bayesian Approaches to Topics over Time Julián Cendrero Julio Gonzalo Ivar Zapata OOD AI4TS 78 0 0 21 Apr 2025
The Dark Side of the Web: Towards Understanding Various Data Sources in Cyber Threat Intelligence Saskia Laura Schröer Noé Canevascini Irdin Pekaric Philine Widmer Pavel Laskov 430 0 0 19 Apr 2025
Uncovering Conspiratorial Narratives within Arabic Online Content Djamila Mohdeb Meriem Laifa Zineb Guemraoui Dalila Behih 64 0 0 18 Apr 2025
Contextual Embedding-based Clustering to Identify Topics for Healthcare Service Improvement K M Sajjadul Islam Ravi Teja Karri Srujan Vegesna Jiawei Wu Praveen Madiraju 43 0 0 18 Apr 2025
Bitcoin's Edge: Embedded Sentiment in Blockchain Transactional Data Charalampos Kleitsikas Nikolaos Korfiatis Stefanos Leonardos Carmine Ventre 44 0 0 18 Apr 2025
Benchmarking Multi-National Value Alignment for Large Language Models Chengyi Ju Weijie Shi Chengzhong Liu Yalan Qin Jipeng Zhang ... Jia Zhu Jiajie Xu Yaodong Yang Sirui Han Yike Guo 481 2 0 17 Apr 2025