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
Seeing Through AI's Lens: Enhancing Human Skepticism Towards LLM-Generated Fake News Navid Ayoobi Sadat Shahriar Arjun Mukherjee DeLMO 41 1 0 20 Jun 2024
Mining United Nations General Assembly Debates Mateusz Grzyb Mateusz Krzyzinski Bartłomiej Sobieski Mikołaj Spytek Bartosz Pieliñski Daniel Dan Anna Wróblewska 13 0 0 19 Jun 2024
PromptDSI: Prompt-based Rehearsal-free Instance-wise Incremental Learning for Document Retrieval Tuan-Luc Huynh Thuy-Trang Vu Weiqing Wang Yinwei Wei Trung Le D. Gašević Yuan-Fang Li Thanh-Toan Do VLM CLL 38 0 0 18 Jun 2024
COMMUNITY-CROSS-INSTRUCT: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities Zihao He Rebecca Dorn Siyi Guo Minh Duc Hoang Chu Kristina Lerman 37 6 0 17 Jun 2024
$S^3$ -- Semantic Signal Separation Márton Kardos Jan Kostkan Arnault-Quentin Vermillet Kristoffer Laigaard Nielbo K. Enevoldsen Roberta Rocca 31 0 0 13 Jun 2024
LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models Xiaohao Yang He Zhao Dinh Q. Phung Wray L. Buntine Lan Du ALM ELM 66 2 0 13 Jun 2024
HelpSteer2: Open-source dataset for training top-performing reward models Zhilin Wang Yi Dong Olivier Delalleau Jiaqi Zeng Gerald Shen Daniel Egert Jimmy J. Zhang Makesh Narsimhan Sreedhar Oleksii Kuchaiev AI4TS 44 83 0 12 Jun 2024
Unraveling Code-Mixing Patterns in Migration Discourse: Automated Detection and Analysis of Online Conversations on Reddit Fedor Vitiugin Sunok Lee Henna Paakki Anastasiia Chizhikova Nitin Sawhney 27 1 0 12 Jun 2024
Blowfish: Topological and statistical signatures for quantifying ambiguity in semantic search T. R. Barillot Alex De Castro 21 0 0 12 Jun 2024
Tailoring Generative AI Chatbots for Multiethnic Communities in Disaster Preparedness Communication: Extending the CASA Paradigm Xinyan Zhao Yuan Sun Wenlin Liu Chau-Wai Wong 16 1 0 12 Jun 2024
MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention Prince Jha Raghav Jain Konika Mandal Aman Chadha Sriparna Saha P. Bhattacharyya 21 6 0 08 Jun 2024
Creating an AI Observer: Generative Semantic Workspaces Pavan Holur Shreyas Rajesh David Chong V. Roychowdhury 23 0 0 07 Jun 2024
MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization Xiaobo Guo Soroush Vosoughi 35 0 0 05 Jun 2024
Towards Transparency: Exploring LLM Trainings Datasets through Visual Topic Modeling and Semantic Frame Charles de Dampierre Andrei Mogoutov Nicolas Baumard 42 1 0 03 Jun 2024
Comprehensive Evaluation of Large Language Models for Topic Modeling T. Doi Masaru Isonuma Hitomi Yanaka ELM 28 1 0 02 Jun 2024
Enhancing Antibiotic Stewardship using a Natural Language Approach for Better Feature Representation Simon A. Lee Trevor Brokowski Jeffrey N. Chiang 24 8 0 30 May 2024
JADS: A Framework for Self-supervised Joint Aspect Discovery and Summarization Xiaobo Guo Jay Desai Srinivasan H. Sengamedu AI4TS 25 0 0 28 May 2024
Context is Important in Depressive Language: A Study of the Interaction Between the Sentiments and Linguistic Markers in Reddit Discussions Neha Sharma Kairit Sirts 13 2 0 28 May 2024
FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm Xiaobao Wu Thong Nguyen Delvin Ce Zhang William Yang Wang A. Luu 32 9 0 28 May 2024
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion Xiaobao Wu Xinshuai Dong Liangming Pan Thong Nguyen A. Luu 43 13 0 28 May 2024
MobileConvRec: A Conversational Dataset for Mobile Apps Recommendations Srijata Maji Moghis Fereidouni Vinaik Chhetri Umar Farooq A. B. Siddique 21 0 0 28 May 2024
The Peripatetic Hater: Predicting Movement Among Hate Subreddits Daniel Hickey D. Fessler Kristina Lerman Keith Burghardt 24 0 0 27 May 2024
Unveiling Themes in Judicial Proceedings: A Cross-Country Study Using Topic Modeling on Legal Documents from India and the UK Krish Didwania Durga Toshniwal Amit Agarwal AILaw 14 0 0 27 May 2024
Towards Unlocking Insights from Logbooks Using AI Antonin Sulc Alex Bien Annika Eichler Daniel Ratner Florian Rehm ... Raimund Kammering Thorsten Hellert T. Wilksen Verena Kain Wan-Lin Hu 32 2 0 25 May 2024
The correlation between nativelike selection and prototypicality: a multilingual onomasiological case study using semantic embedding Huasheng Zhang 19 0 0 22 May 2024
BrainStorm @ iREL at #SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets Manav Chaudhary Harshit Gupta Vasudeva Varma 30 1 0 18 May 2024
Fine-tuning the SwissBERT Encoder Model for Embedding Sentences and Documents Juri Grosjean Jannis Vamvas 21 1 0 13 May 2024
L(u)PIN: LLM-based Political Ideology Nowcasting Ken Kato Annabelle Purnomo Christopher Cochrane Raeid Saqur 19 3 0 12 May 2024
Deciphering public attention to geoengineering and climate issues using machine learning and dynamic analysis Ramit Debnath Pengyu Zhang Tianzhu Qin R. M. Alvarez Shaun D. Fitzgerald AI4CE 28 0 0 11 May 2024
Fine-grained Speech Sentiment Analysis in Chinese Psychological Support Hotlines Based on Large-scale Pre-trained Model Zhonglong Chen Changwei Song Yining Chen Jianqiang Li Guanghui Fu Yongsheng Tong Qing Zhao AI4MH 32 0 0 07 May 2024
Identifying Narrative Patterns and Outliers in Holocaust Testimonies Using Topic Modeling Maxim Ifergan Renana Keydar Omri Abend Amit Pinchevski 21 0 0 04 May 2024
Context-Aware Clustering using Large Language Models Sindhu Tipirneni Ravinarayana Adkathimar Nurendra Choudhary G. Hiranandani Rana Ali Amjad V. Ioannidis Changhe Yuan Chandan K. Reddy 31 6 0 02 May 2024
A Named Entity Recognition and Topic Modeling-based Solution for Locating and Better Assessment of Natural Disasters in Social Media Ayaz Mehmood Muhammad Tayyab Zamir Muhammad Asif Ayub Nasir Ahmad Kashif Ahmad 13 1 0 01 May 2024
Addressing Topic Granularity and Hallucination in Large Language Models for Topic Modelling Yida Mu Peizhen Bai Kalina Bontcheva Xingyi Song 28 6 0 01 May 2024
A University Framework for the Responsible use of Generative AI in Research Shannon Smith M. Tate Keri Freeman Anne Walsh Brian Ballsun-Stanton Mark Hooper Murray Lane 17 0 0 30 Apr 2024
Finding Understanding and Support: Navigating Online Communities to Share and Connect at the intersection of Abuse and Foster Care Experiences Tawfiq Ammari Eunhye Ahn Astha Lakhankar Joyce Lee 15 0 0 28 Apr 2024
IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task On the Shoulders of Medical Agents Jean-Philippe Corbeil 27 2 0 23 Apr 2024
Identifying Fairness Issues in Automatically Generated Testing Content Kevin Stowe Benny Longwill Alyssa Francis Tatsuya Aoyama Debanjan Ghosh Swapna Somasundaran 33 1 0 23 Apr 2024
Social Media and Artificial Intelligence for Sustainable Cities and Societies: A Water Quality Analysis Use-case Muhammad Asif Auyb Muhammad Tayyab Zamir Imran Khan Hannia Naseem Nasir Ahmad Kashif Ahmad 25 0 0 23 Apr 2024
A Survey of Decomposition-Based Evolutionary Multi-Objective Optimization: Part II -- A Data Science Perspective Mingyu Huang Ke Li 31 0 0 22 Apr 2024
Enhancing Argument Summarization: Prioritizing Exhaustiveness in Key Point Generation and Introducing an Automatic Coverage Evaluation Metric Mohammad Khosravani Chenyang Huang Amine Trabelsi 40 1 0 17 Apr 2024
Text clustering applied to data augmentation in legal contexts Lucas José Gonccalves Freitas Thaís Rodrigues Guilherme Rodrigues Pamella Edokawa Ariane Farias 25 0 0 08 Apr 2024
AI Knowledge and Reasoning: Emulating Expert Creativity in Scientific Research Anirban Mukherjee H. Chang 43 4 0 05 Apr 2024
NLP4Gov: A Comprehensive Library for Computational Policy Analysis Mahasweta Chakraborti Sailendra Akash Bonagiri Santiago Virgüez-Ruiz Seth Frey AILaw 30 0 0 04 Apr 2024
Identifying Climate Targets in National Laws and Policies using Machine Learning Matyas Juhasz Tina Marchand Roshan Melwani Kalyan Dutia Sarah Goodenough Harrison Pim Henry Franks AILaw 25 0 0 03 Apr 2024
GINopic: Topic Modeling with Graph Isomorphism Network Suman Adhya Debarshi Kumar Sanyal 23 4 0 02 Apr 2024
A Sociotechnical Framework For Addressing Stigma and Designing Personalized Digital Health Products D. Paula Daniel Juehling Falk Uebernickel 25 0 0 26 Mar 2024
Neural Multimodal Topic Modeling: A Comprehensive Evaluation Felipe González-Pizarro Giuseppe Carenini VGen 29 1 0 26 Mar 2024
Semantically Enriched Cross-Lingual Sentence Embeddings for Crisis-related Social Media Texts Rabindra Lamsal M. Read S. Karunasekera 21 1 0 25 Mar 2024
Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling Yida Mu Chun Dong Kalina Bontcheva Xingyi Song 26 16 0 24 Mar 2024