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
Ensembled Prediction Intervals for Causal Outcomes Under Hidden Confounding Myrl G. Marmarelis Greg Ver Steeg Aram Galstyan Fred Morstatter CML OOD 102 5 0 15 Jun 2023
WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings Zijie J. Wang Fred Hohman Duen Horng Chau 77 23 0 15 Jun 2023
Weakly-Supervised Scientific Document Classification via Retrieval-Augmented Multi-Stage Training Ran Xu Yue Yu Joyce C. Ho Carl Yang 85 21 0 12 Jun 2023
Twitter Bots Influence on the Russo-Ukrainian War During the 2022 Italian General Elections Francesco Luigi De Faveri Luca Cosuti Pier Paolo Tricomi Mauro Conti AI4CE 48 2 0 12 Jun 2023
Mapping the Challenges of HCI: An Application and Evaluation of ChatGPT and GPT-4 for Mining Insights at Scale Jonas Oppenlaender Joonas Hamalainen 88 6 0 08 Jun 2023
Unlocking Insights into Business Trajectories with Transformer-based Spatio-temporal Data Analysis Muhammad Arslan C. Cruz 87 1 0 07 Jun 2023
ATEM: A Topic Evolution Model for the Detection of Emerging Topics in Scientific Archives Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann 63 1 0 04 Jun 2023
Painsight: An Extendable Opinion Mining Framework for Detecting Pain Points Based on Online Customer Reviews Yukyung Lee Jaehee Kim Doyoon Kim Yoo-Seok Kho Younsun Kim Pilsung Kang 80 0 0 03 Jun 2023
Do You Hear The People Sing? Key Point Analysis via Iterative Clustering and Abstractive Summarisation Hao Li Viktor Schlegel Riza Batista-Navarro Goran Nenadic 63 7 0 25 May 2023
MEMEX: Detecting Explanatory Evidence for Memes via Knowledge-Enriched Contextualization Shivam Sharma S Ramaneswaran Udit Arora Md. Shad Akhtar Tanmoy Chakraborty 77 9 0 25 May 2023
Contextualized Topic Coherence Metrics Hamed Rahimi Jacob Louis Hoover David M. Mimno Hubert Naacke Camélia Constantin B. Amann 92 18 0 23 May 2023
Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain Vanessa Liao Syed Shariyar Murtaza Yifan Nie Jimmy J. Lin 59 0 0 23 May 2023
Computational thematics: Comparing algorithms for clustering the genres of literary fiction Oleg Sobchuk A. Šeļa 42 8 0 18 May 2023
CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling Zheng Fang Yulan He Rob Procter 72 4 0 16 May 2023
HyHTM: Hyperbolic Geometry based Hierarchical Topic Models Simra Shahid Tanay Anand Nikitha Srikanth S. Bhatia Balaji Krishnamurthy Nikaash Puri 112 0 0 16 May 2023
Multilingual Previously Fact-Checked Claim Retrieval Matúvs Pikuliak Ivan Srba Robert Moro Timo Hromadka Timotej Smolen Martin Melišek Ivan Vykopal Jakub Simko Juraj Podroužek Maria Bielikova LRM HILM 74 23 0 13 May 2023
Exploring the Efficacy of ChatGPT in Analyzing Student Teamwork Feedback with an Existing Taxonomy Andrew Katz Siqing Wei Gaurav Nanda Christopher G. Brinton M. Ohland 51 11 0 09 May 2023
Reinforcement Learning for Topic Models Jeremy Costello Marek Reformat BDL OffRL 79 2 0 08 May 2023
Science and Technology Ontology: A Taxonomy of Emerging Topics Mahender Kumar R. Rani M. Bottarelli Gregory Epiphaniou Carsten Maple AI4TS 13 0 0 06 May 2023
SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks Zijie J. Wang David Munechika Seongmin Lee Duen Horng Chau 105 10 0 04 May 2023
A Data-Driven Approach for Finding Requirements Relevant Feedback from TikTok and YouTube Manish Sihag Ze Shi Li Amanda Dash Nowshin Nawar Arony Kezia Devathasan Neil A. Ernst A. Albu D. Damian 51 7 0 02 May 2023
Examining European Press Coverage of the Covid-19 No-Vax Movement: An NLP Framework David Alonso del Barrio D. Gática-Pérez 55 1 0 29 Apr 2023
pyBibX -- A Python Library for Bibliometric and Scientometric Analysis Powered with Artificial Intelligence Tools Valdecy Pereira Marcio Pereira Basilio Carlos Henrique Tarjano Santos 53 11 0 27 Apr 2023
Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11 James Gung Raphael Shu Emily Moeng Wesley Rose Salvatore Romeo Yassine Benajiba Arshit Gupta Saab Mansour Yi Zhang 101 8 0 25 Apr 2023
"Can We Detect Substance Use Disorder?": Knowledge and Time Aware Classification on Social Media from Darkweb Usha Lokala Orchid Chetia Phukan T. Dastidar Francois R. Lamy Raminta Daniulaityte Amit P. Sheth 56 3 0 20 Apr 2023
In ChatGPT We Trust? Measuring and Characterizing the Reliability of ChatGPT Xinyue Shen Zhenpeng Chen Michael Backes Yang Zhang 106 59 0 18 Apr 2023
Graph2topic: an opensource topic modeling framework based on sentence embedding and community detection Leihan Zhang Jiapeng Liu Qiang Yan 84 1 0 13 Apr 2023
Angler: Helping Machine Translation Practitioners Prioritize Model Improvements Samantha Robertson Zijie J. Wang Dominik Moritz Mary Beth Kery Fred Hohman 102 16 0 12 Apr 2023
Examining Temporalities on Stance Detection towards COVID-19 Vaccination Yida Mu Mali Jin Kalina Bontcheva Xingyi Song 100 2 0 10 Apr 2023
A Bibliometric Review of Large Language Models Research from 2017 to 2023 Lizhou Fan Lingyao Li Zihui Ma Sanggyu Lee Huizi Yu Libby Hemphill 119 158 0 03 Apr 2023
Hate Speech Targets Detection in Parler using BERT Nadav Schneider Shimon Shouei Saleem Ghantous Elad Feldman 45 4 0 03 Apr 2023
Topics in the Haystack: Extracting and Evaluating Topics beyond Coherence Anton Thielmann Q. Seifert Arik Reuter Elisabeth Bergherr Benjamin Säfken 95 2 0 30 Mar 2023
The crime of being poor Georgina Curto S. Kiritchenko I. Nejadgholi Kathleen C. Fraser 80 2 0 24 Mar 2023
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models Juncheng Li Minghe Gao Longhui Wei Siliang Tang Wenqiao Zhang Meng Li Wei Ji Qi Tian Tat-Seng Chua Yueting Zhuang VLM VPVLM 109 21 0 12 Mar 2023
Deep learning for COVID-19 topic modelling via Twitter: Alpha, Delta and Omicron Janhavi Lande Arti Pillay Rohitash Chandra 58 9 0 28 Feb 2023
The Elements of Visual Art Recommendation: Learning Latent Semantic Representations of Paintings B. Yilma Luis A. Leiva DiffM 49 18 0 28 Feb 2023
Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts Chandrayee Basu Rosni Vasu Michihiro Yasunaga Qiang Yang 79 17 0 17 Feb 2023
Estimation of Gaussian Bi-Clusters with General Block-Diagonal Covariance Matrix and Applications Anastasiia Livochka R. Browne Sanjeena Subedi 51 1 0 08 Feb 2023
Characterizing Financial Market Coverage using Artificial Intelligence Jean Marie Tshimula D'Jeff K. Nkashama Patrick Owusu Marc Frappier Pierre Martin Tardif F. Kabanza Armelle Brun Jean-Marc Patenaude Shengrui Wang Belkacem Chikhaoui AIFin 44 2 0 07 Feb 2023
Efficient and Flexible Topic Modeling using Pretrained Embeddings and Bag of Sentences Johannes Schneider 101 3 0 06 Feb 2023
Analyzing the impact of climate change on critical infrastructure from the scientific literature: A weakly supervised NLP approach Tanwi Mallick Joshua Bergerson Duane R. Verner John K Hutchison L. Levy Prasanna Balaprakash 69 4 0 03 Feb 2023
ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann BDL AI4TS 127 6 0 03 Feb 2023
Multilingual Detection of Check-Worthy Claims using World Languages and Adapter Fusion Ipek Baris Schlicht Lucie Flek Paolo Rosso 67 8 0 13 Jan 2023
Topic Modelling of Swedish Newspaper Articles about Coronavirus: a Case Study using Latent Dirichlet Allocation Method Bernadeta Griciut.e Lifeng Han Goran Nenadic OOD 82 6 0 08 Jan 2023
ClusTop: An unsupervised and integrated text clustering and topic extraction framework Zhong-Zhi Chen Chenghu Mi Siwei Duo Jingfei He Yatong Zhou 62 2 0 03 Jan 2023
Human in the loop: How to effectively create coherent topics by manually labeling only a few documents per class Anton Thielmann Christoph Weisser Benjamin Säfken 63 3 0 19 Dec 2022
Experiments on Generalizability of BERTopic on Multi-Domain Short Text Muriel de Groot Mohammad Aliannejadi M. Haas OOD 51 21 0 16 Dec 2022
Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts Yu Zhang Yunyi Zhang Martin Michalski Yucheng Jiang Yu Meng Jiawei Han 106 19 0 12 Dec 2022
Federated Neural Topic Models Lorena Calvo-Bartolomé Jerónimo Arenas-García FedML 127 0 0 05 Dec 2022
Topic Modeling on Clinical Social Work Notes for Exploring Social Determinants of Health Factors Shenghuan Sun T. Zack Madhumita Sushil A. Butte 43 7 0 02 Dec 2022