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
Specious Sites: Tracking the Spread and Sway of Spurious News Stories at Scale Hans W. A. Hanley Deepak Kumar Zakir Durumeric 19 8 0 03 Aug 2023
The Unequal Opportunities of Large Language Models: Revealing Demographic Bias through Job Recommendations A. Salinas Parth Vipul Shah Yuzhong Huang Robert McCormack Fred Morstatter 24 32 0 03 Aug 2023
Deep Dive into the Language of International Relations: NLP-based Analysis of UNESCO's Summary Records Joanna Wojciechowska Mateusz Sypniewski Maria Śmigielska Igor Kamiñski Emilia Wisnios Hanna Schreiber Bartosz Pieliñski 19 2 0 31 Jul 2023
Towards Generalising Neural Topical Representations Xiaohao Yang He Zhao Dinh Q. Phung Lan Du BDL OOD MedIm 14 1 0 24 Jul 2023
Exploring the Landscape of Natural Language Processing Research Tim Schopf Karim Arabi Florian Matthes 21 13 0 20 Jul 2023
Exploring acceptance of autonomous vehicle policies using KeyBERT and SNA: Targeting engineering students Ji-a Ha Dongsoo Kim 8 0 0 18 Jul 2023
Discovering collective narratives shifts in online discussions Wanying Zhao Fiona Guo Kristina Lerman Yong-Yeol Ahn 16 1 0 17 Jul 2023
PapagAI:Automated Feedback for Reflective Essays Veronika Solopova Adrian Gruszczynski Eiad Rostom Fritz Cremer Sascha Witte ... Florian Hofmann R. Romeike Michaela Glaser-Zikuda Christoph Benzmüller Tim Landgraf 16 4 0 10 Jul 2023
Dream Content Discovery from Reddit with an Unsupervised Mixed-Method Approach Anubhab Das Sanja vSćepanović L. Aiello Remington Mallett D. Barrett Daniele Quercia 20 1 0 09 Jul 2023
The Evolution of Substance Use Coverage in the Philadelphia Inquirer Layla A. Bouzoubaa Ramtin Ehsani Preetha Chatterjee R. Rezapour 11 1 0 03 Jul 2023
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport Weijie Xu Xiaoyu Jiang Srinivasan H. Sengamedu Francis Iannacci Jinjin Zhao OT BDL 21 17 0 03 Jul 2023
A Cost-aware Study of Depression Language on Social Media using Topic and Affect Contextualization Andrea Laguna Óscar Araque 8 0 0 30 Jun 2023
A Weakly Supervised Classifier and Dataset of White Supremacist Language Michael Miller Yoder Ahmad Diab D. W. Brown Kathleen M. Carley 17 5 0 27 Jun 2023
FeedbackMap: a tool for making sense of open-ended survey responses Doug Beeferman Nabeel Gillani 11 6 0 26 Jun 2023
Public Attitudes Toward ChatGPT on Twitter: Sentiments, Topics, and Occupations Ratanond Koonchanok Ya-Chen Pan Hyeju Jang AI4MH 10 8 0 22 Jun 2023
Understanding Revision Behavior in Adaptive Writing Support Systems for Education Luca Mouchel Thiemo Wambsganss Paola Mejia-Domenzain Tanja Kaser 11 2 0 17 Jun 2023
Ensembled Prediction Intervals for Causal Outcomes Under Hidden Confounding Myrl G. Marmarelis Greg Ver Steeg Aram Galstyan Fred Morstatter CML OOD 16 5 0 15 Jun 2023
WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings Zijie J. Wang Fred Hohman Duen Horng Chau 26 20 0 15 Jun 2023
Weakly-Supervised Scientific Document Classification via Retrieval-Augmented Multi-Stage Training Ran Xu Yue Yu Joyce C. Ho Carl Yang 47 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 11 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 25 6 0 08 Jun 2023
Unlocking Insights into Business Trajectories with Transformer-based Spatio-temporal Data Analysis Muhammad Arslan C. Cruz 14 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 21 0 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 13 0 0 03 Jun 2023
Do You Hear The People Sing? Key Point Analysis via Iterative Clustering and Abstractive Summarisation Hao Li Viktor Schlegel R. Batista-Navarro Goran Nenadic 21 6 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 30 9 0 25 May 2023
Contextualized Topic Coherence Metrics Hamed Rahimi Jacob Louis Hoover David M. Mimno Hubert Naacke Camélia Constantin B. Amann 27 16 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 19 0 0 23 May 2023
Computational thematics: Comparing algorithms for clustering the genres of literary fiction Oleg Sobchuk A. Šeļa 15 7 0 18 May 2023
CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling Zheng Fang Yulan He Rob Procter 16 2 0 16 May 2023
HyHTM: Hyperbolic Geometry based Hierarchical Topic Models Simra Shahid Tanay Anand Nikitha Srikanth S. Bhatia Balaji Krishnamurthy Nikaash Puri 20 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 M. Bieliková LRM HILM 24 18 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 19 10 0 09 May 2023
Reinforcement Learning for Topic Models Jeremy Costello Marek Reformat BDL OffRL 15 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 4 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 32 9 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 25 6 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 8 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 11 10 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 6 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 16 3 0 20 Apr 2023
In ChatGPT We Trust? Measuring and Characterizing the Reliability of ChatGPT Xinyue Shen Z. Chen Michael Backes Yang Zhang 19 55 0 18 Apr 2023
Graph2topic: an opensource topic modeling framework based on sentence embedding and community detection Leihan Zhang Jiapeng Liu Qiang Yan 19 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 22 15 0 12 Apr 2023
Examining Temporalities on Stance Detection towards COVID-19 Vaccination Yida Mu Mali Jin Kalina Bontcheva Xingyi Song 36 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 34 147 0 03 Apr 2023
Hate Speech Targets Detection in Parler using BERT Nadav Schneider Shimon Shouei Saleem Ghantous Elad Feldman 13 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 15 2 0 30 Mar 2023
The crime of being poor Georgina Curto S. Kiritchenko I. Nejadgholi Kathleen C. Fraser 10 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 27 18 0 12 Mar 2023