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
The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation Rongwu Xu Brian S. Lin Shujian Yang Tianqi Zhang Weiyan Shi Tianwei Zhang Zhixuan Fang Wei Xu Han Qiu 39 50 0 14 Dec 2023
Topic Bias in Emotion Classification Maximilian Wegge Roman Klinger CVBM 13 0 0 14 Dec 2023
LaCour!: Enabling Research on Argumentation in Hearings of the European Court of Human Rights Lena Held Ivan Habernal AILaw 23 0 0 08 Dec 2023
Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling Talia Tseriotou Ryan Sze-Yin Chan Adam Tsakalidis I. Bilal E. Kochkina Terry Lyons M. Liakata 18 1 0 06 Dec 2023
Understanding Environmental Posts: Sentiment and Emotion Analysis of Social Media Data Daniyar Amangeldi Aida Usmanova Pakizar Shamoi 16 11 0 05 Dec 2023
FakeWatch ElectionShield: A Benchmarking Framework to Detect Fake News for Credible US Elections Tahniat Khan Mizanur Rahman Veronica Chatrath Oluwanifemi Bamgbose Shaina Raza 16 1 0 27 Nov 2023
Content-Localization based System for Analyzing Sentiment and Hate Behaviors in Low-Resource Dialectal Arabic: English to Levantine and Gulf Fatimah Alzamzami Abdulmotaleb El Saddik 16 1 0 27 Nov 2023
Searching for Snippets of Open-Domain Dialogue in Task-Oriented Dialogue Datasets Armand Stricker P. Paroubek 21 0 0 23 Nov 2023
Hate speech and hate crimes: a data-driven study of evolving discourse around marginalized groups Malvina Bozhidarova Jonathn Chang Aaishah Ale-rasool Yuxiang Liu Chongyao Ma Andrea L. Bertozzi P. Brantingham Junyuan Lin Sanjukta Krishnagopal 9 0 0 18 Nov 2023
Latent Feature-based Data Splits to Improve Generalisation Evaluation: A Hate Speech Detection Case Study Maike Zufle Verna Dankers Ivan Titov 25 0 0 16 Nov 2023
Text Sanitization Beyond Specific Domains: Zero-Shot Redaction & Substitution with Large Language Models Federico Albanese D. Ciolek Nicolás DÍppolito AILaw 29 6 0 16 Nov 2023
Where Do People Tell Stories Online? Story Detection Across Online Communities Maria Antoniak Joel Mire Maarten Sap Elliott Ash Andrew Piper 37 10 0 16 Nov 2023
Core determinants of quality criteria for mhealth for hypertension: evidence from machine learning instruments D. Paula Ariane Sasso Justus Coester Erwin Boettinger 15 0 0 09 Nov 2023
LitSumm: Large language models for literature summarisation of non-coding RNAs Andrew Green C. Ribas Nancy Ontiveros-Palacios Sam Griffiths-Jones Anton I. Petrov Alex Bateman Blake Sweeney 19 4 0 06 Nov 2023
Indicative Summarization of Long Discussions S. Syed Dominik Schwabe Khalid Al Khatib Martin Potthast 16 1 0 03 Nov 2023
KG-FRUS: a Novel Graph-based Dataset of 127 Years of US Diplomatic Relations Gökberk Özsoy Luis Salamanca Matthew Connelly Raymond Hicks Fernando Pérez-Cruz 6 1 0 30 Oct 2023
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 21 15 0 24 Oct 2023
Let the Pretrained Language Models "Imagine" for Short Texts Topic Modeling Pritom Saha Akash Jie Huang Kevin Chen-Chuan Chang 9 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 21 13 0 23 Oct 2023
TATA: Stance Detection via Topic-Agnostic and Topic-Aware Embeddings Hans W. A. Hanley Zakir Durumeric 25 4 0 22 Oct 2023
Analysing State-Backed Propaganda Websites: a New Dataset and Linguistic Study Freddy Heppell Kalina Bontcheva Carolina Scarton 11 4 0 21 Oct 2023
Developing a Natural Language Understanding Model to Characterize Cable News Bias Seth P. Benson Iain J. Cruickshank 20 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 9 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 19 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 21 0 0 12 Oct 2023
A Process for Topic Modelling Via Word Embeddings Diego Saldana Ulloa 11 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 23 1 0 06 Oct 2023
Exploring the evolution of research topics during the COVID-19 pandemic Francesco Invernici Anna Bernasconi S. Ceri 13 5 0 05 Oct 2023
Modality-aware Transformer for Financial Time series Forecasting Hajar Emami Xuan-Hong Dang Yousaf Shah Petros Zerfos AI4TS 32 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 28 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 39 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 22 3 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 15 1 0 18 Sep 2023
Beyond original Research Articles Categorization via NLP Rosanna Turrisi 25 1 0 13 Sep 2023
Towards the TopMost: A Topic Modeling System Toolkit Xiaobao Wu Fengjun Pan A. Luu 18 14 0 13 Sep 2023
Evaluating Dynamic Topic Models Charu James M. Nagda Nooshin Haji Ghassemi Marius Kloft Sophie Fellenz 16 1 0 12 Sep 2023
CrisisTransformers: Pre-trained language models and sentence encoders for crisis-related social media texts Rabindra Lamsal M. Read S. Karunasekera 8 13 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 9 0 0 04 Sep 2023
Insights Into the Nutritional Prevention of Macular Degeneration based on a Comparative Topic Modeling Approach Lucas Cassiel Jacaruso 14 0 0 01 Sep 2023
Discovering Mental Health Research Topics with Topic Modeling Xin Gao Cem Sazara AI4MH 32 1 0 25 Aug 2023
Measuring Spurious Correlation in Classification: 'Clever Hans' in Translationese Angana Borah Daria Pylypenko C. España-Bonet Josef van Genabith 20 4 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 33 8 0 22 Aug 2023
Exploring the Power of Topic Modeling Techniques in Analyzing Customer Reviews: A Comparative Analysis Anusuya Krishnan 13 4 0 19 Aug 2023
Enhancing API Documentation through BERTopic Modeling and Summarization AmirHossein Naghshzan Sylvie Ratte LLMAG 14 4 0 17 Aug 2023
Towards Modeling Software Quality of Virtual Reality Applications from Users' Perspectives Shuqing Li Lili Wei Yepang Liu Cuiyun Gao S. Cheung Michael R. Lyu 11 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 17 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 70 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 35 2 0 09 Aug 2023
Social Media, Topic Modeling and Sentiment Analysis in Municipal Decision Support Milos Svana 17 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 18 1 0 05 Aug 2023