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
What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations Kavel Rao Liwei Jiang Valentina Pyatkin Yuling Gu Niket Tandon Nouha Dziri Faeze Brahman Yejin Choi 72 17 0 24 Oct 2023
Let the Pretrained Language Models "Imagine" for Short Texts Topic Modeling Pritom Saha Akash Jie Huang Kevin Chen-Chuan Chang 69 1 0 24 Oct 2023
DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM Weijie Xu Wenxiang Hu Fanyou Wu Srinivasan H. Sengamedu DiffM 101 19 0 23 Oct 2023
TATA: Stance Detection via Topic-Agnostic and Topic-Aware Embeddings Hans W. A. Hanley Zakir Durumeric 87 7 0 22 Oct 2023
Analysing State-Backed Propaganda Websites: a New Dataset and Linguistic Study Freddy Heppell Kalina Bontcheva Carolina Scarton 134 4 0 21 Oct 2023
Developing a Natural Language Understanding Model to Characterize Cable News Bias Seth P. Benson Iain J. Cruickshank 66 2 0 13 Oct 2023
Textual Analysis of ICALEPCS and IPAC Conference Proceedings: Revealing Research Trends, Topics, and Collaborations for Future Insights and Advanced Search Antonin Sulc Annika Eichler T. Wilksen 35 1 0 13 Oct 2023
"Im not Racist but...": Discovering Bias in the Internal Knowledge of Large Language Models A. Salinas Louis Penafiel Robert McCormack Fred Morstatter 52 5 0 13 Oct 2023
Understanding the Humans Behind Online Misinformation: An Observational Study Through the Lens of the COVID-19 Pandemic Mohit Chandra Anush Mattapalli Munmun De Choudhury 101 0 0 12 Oct 2023
A Process for Topic Modelling Via Word Embeddings Diego Saldana Ulloa 33 0 0 06 Oct 2023
HuBERTopic: Enhancing Semantic Representation of HuBERT through Self-supervision Utilizing Topic Model Takashi Maekaku Jiatong Shi Xuankai Chang Yuya Fujita Shinji Watanabe 88 1 0 06 Oct 2023
Exploring the evolution of research topics during the COVID-19 pandemic Francesco Invernici Anna Bernasconi S. Ceri 60 6 0 05 Oct 2023
Modality-aware Transformer for Financial Time series Forecasting Hajar Emami Xuan-Hong Dang Yousaf Shah Petros Zerfos AI4TS 69 0 0 02 Oct 2023
Exploring Small Language Models with Prompt-Learning Paradigm for Efficient Domain-Specific Text Classification Hengyu Luo Peng Liu Stefan Esping 67 4 0 26 Sep 2023
Do We Run How We Say We Run? Formalization and Practice of Governance in OSS Communities Mahasweta Chakraborti Curtis Atkisson Stefan Stanciulescu V. Filkov Seth Frey 83 5 0 25 Sep 2023
Examining the Limitations of Computational Rumor Detection Models Trained on Static Datasets Yida Mu Xingyi Song Kalina Bontcheva Nikolaos Aletras 80 4 0 20 Sep 2023
UNICON: A unified framework for behavior-based consumer segmentation in e-commerce Manuel Dibak Vladimir Vlasov Nour Karessli Darya Dedik E. Malykh Jacek Wasilewski T. Torres Ana Peleteiro Ramallo AI4TS 53 1 0 18 Sep 2023
Beyond original Research Articles Categorization via NLP Rosanna Turrisi 128 1 0 13 Sep 2023
Towards the TopMost: A Topic Modeling System Toolkit Xiaobao Wu Fengjun Pan Anh Tuan Luu 119 17 0 13 Sep 2023
Evaluating Dynamic Topic Models Charu James Mayank Nagda Nooshin Haji Ghassemi Marius Kloft Sophie Fellenz 76 2 0 12 Sep 2023
CrisisTransformers: Pre-trained language models and sentence encoders for crisis-related social media texts Rabindra Lamsal M. Read S. Karunasekera 69 15 0 11 Sep 2023
What are Public Concerns about ChatGPT? A Novel Self-Supervised Neural Topic Model Tells You Rui Wang Xing Liu Yanan Wang Haiping Huang LLMAG AI4MH 78 0 0 04 Sep 2023
Insights Into the Nutritional Prevention of Macular Degeneration based on a Comparative Topic Modeling Approach Lucas Cassiel Jacaruso 33 0 0 01 Sep 2023
Discovering Mental Health Research Topics with Topic Modeling Xin Gao Cem Sazara AI4MH 62 2 0 25 Aug 2023
Measuring Spurious Correlation in Classification: 'Clever Hans' in Translationese Angana Borah Daria Pylypenko C. España-Bonet Josef van Genabith 64 5 0 25 Aug 2023
Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model Yuezhou Zhang A. Folarin J. Dineley Pauline Conde Valeria de Angel ... V. A. Narayan Matthew Hotopf Richard J. B. Dobson N. Cummins RADAR-CNS Consortium 85 10 0 22 Aug 2023
Exploring the Power of Topic Modeling Techniques in Analyzing Customer Reviews: A Comparative Analysis Anusuya Krishnan 75 6 0 19 Aug 2023
Enhancing API Documentation through BERTopic Modeling and Summarization AmirHossein Naghshzan Sylvie Ratte LLMAG 25 5 0 17 Aug 2023
Towards Modeling Software Quality of Virtual Reality Applications from Users' Perspectives Shuqing Li Lili Wei Yepang Liu Cuiyun Gao Shing-Chi Cheung Michael R. Lyu 47 5 0 13 Aug 2023
Weakly Supervised Text Classification on Free Text Comments in Patient-Reported Outcome Measures Anna-Grace Linton Vania Dimitrova A. Downing Richard Wagland A. Glaser 74 2 0 11 Aug 2023
Investigating disaster response through social media data and the Susceptible-Infected-Recovered (SIR) model: A case study of 2020 Western U.S. wildfire season Zihui Ma Lingyao Li Libby Hemphill G. Baecher Yubai Yuan 399 0 0 10 Aug 2023
Targeted and Troublesome: Tracking and Advertising on Children's Websites Zahra Moti Asuman Senol Hamid Bostani F. Z. Borgesius Veelasha Moonsamy Arunesh Mathur Gunes Acar 91 2 0 09 Aug 2023
Social Media, Topic Modeling and Sentiment Analysis in Municipal Decision Support Milos Svana 32 1 0 08 Aug 2023
Science and engineering for what? A large-scale analysis of students' projects in science fairs Adelmo Eloy Thomas Palmeira Ferraz Fellip Silva Alves R. Lopes AI4CE 134 1 0 05 Aug 2023
Specious Sites: Tracking the Spread and Sway of Spurious News Stories at Scale Hans W. A. Hanley Deepak Kumar Zakir Durumeric 102 11 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 112 41 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 59 2 0 31 Jul 2023
Towards Generalising Neural Topical Representations Xiaohao Yang He Zhao Dinh Q. Phung Lan Du BDL OOD MedIm 81 1 0 24 Jul 2023
Exploring the Landscape of Natural Language Processing Research Tim Schopf Karim Arabi Florian Matthes 81 14 0 20 Jul 2023
Exploring acceptance of autonomous vehicle policies using KeyBERT and SNA: Targeting engineering students Ji-a Ha Dongsoo Kim 62 0 0 18 Jul 2023
Discovering collective narratives shifts in online discussions Wanying Zhao Fiona Guo Kristina Lerman Yong-Yeol Ahn 150 2 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 34 5 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 43 1 0 09 Jul 2023
The Evolution of Substance Use Coverage in the Philadelphia Inquirer Layla A. Bouzoubaa Ramtin Ehsani Preetha Chatterjee R. Rezapour 21 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 103 20 0 03 Jul 2023
A Cost-aware Study of Depression Language on Social Media using Topic and Affect Contextualization Andrea Laguna Óscar Araque 58 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 64 5 0 27 Jun 2023
FeedbackMap: a tool for making sense of open-ended survey responses Doug Beeferman Nabeel Gillani 31 7 0 26 Jun 2023
Public Attitudes Toward ChatGPT on Twitter: Sentiments, Topics, and Occupations Ratanond Koonchanok Ya-Chen Pan Hyeju Jang AI4MH 45 13 0 22 Jun 2023
Understanding Revision Behavior in Adaptive Writing Support Systems for Education Luca Mouchel Thiemo Wambsganss Paola Mejia-Domenzain Tanja Käser 52 3 0 17 Jun 2023