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"

40 / 390 papers shown

Title
Deep learning for COVID-19 topic modelling via Twitter: Alpha, Delta and Omicron Janhavi Lande Arti Pillay Rohitash Chandra 16 9 0 28 Feb 2023
The Elements of Visual Art Recommendation: Learning Latent Semantic Representations of Paintings B. Yilma Luis A. Leiva DiffM 19 15 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 19 16 0 17 Feb 2023
Estimation of Gaussian Bi-Clusters with General Block-Diagonal Covariance Matrix and Applications Anastasiia Livochka R. Browne Sanjeena Subedi 9 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 17 2 0 07 Feb 2023
Efficient and Flexible Topic Modeling using Pretrained Embeddings and Bag of Sentences Johannes Schneider 29 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 25 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 30 6 0 03 Feb 2023
Multilingual Detection of Check-Worthy Claims using World Languages and Adapter Fusion Ipek Baris Schlicht Lucie Flek Paolo Rosso 12 7 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 22 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 17 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 14 3 0 19 Dec 2022
Experiments on Generalizability of BERTopic on Multi-Domain Short Text Muriel de Groot Mohammad Aliannejadi M. Haas OOD 13 19 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 54 16 0 12 Dec 2022
Federated Neural Topic Models Lorena Calvo-Bartolomé Jerónimo Arenas-García FedML 9 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 15 5 0 02 Dec 2022
Multi-scale Hybridized Topic Modeling: A Pipeline for Analyzing Unstructured Text Datasets via Topic Modeling Keyi Cheng Stefan Inzer Adrian Leung Xiaoxian Shen Michael Perlmutter Michael R. Lindstrom Joyce A. Chew Todd Presner Deanna Needell 11 1 0 24 Nov 2022
A Multi-task Model for Sentiment Aided Stance Detection of Climate Change Tweets Apoorva Upadhyaya M. Fisichella Wolfgang Nejdl 8 27 0 07 Nov 2022
Moving beyond word lists: towards abstractive topic labels for human-like topics of scientific documents Domenic Rosati 21 0 0 28 Oct 2022
ProSiT! Latent Variable Discovery with PROgressive SImilarity Thresholds Tommaso Fornaciari Dirk Hovy Federico Bianchi 16 1 0 26 Oct 2022
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe Xiang Yue Huseyin A. Inan Xuechen Li Girish Kumar Julia McAnallen Hoda Shajari Huan Sun David Levitan Robert Sim 32 79 0 25 Oct 2022
Automatic Scene-based Topic Channel Construction System for E-Commerce Peng Lin Yanyan Zou Lingfei Wu Mian Ma Zhuoye Ding Bo Long 14 0 0 06 Oct 2022
Theme and Topic: How Qualitative Research and Topic Modeling Can Be Brought Together M. Gillies Dhiraj Murthy Harry Brenton Rapheal Olaniyan 20 5 0 03 Oct 2022
Twitter Topic Classification Dimosthenis Antypas Asahi Ushio Jose Camacho-Collados Leonardo Neves Vítor Silva Francesco Barbieri 27 31 0 20 Sep 2022
Demystifying the COVID-19 vaccine discourse on Twitter Zainab Zaidi Mengbin Ye Fergus John Samon Abdisalam Jama Binduja Gopalakrishnan Chenhao Gu S. Karunasekera Jamie Evans Y. Kashima 4 1 0 29 Aug 2022
Vaccine Discourse on Twitter During the COVID-19 Pandemic Gabriel Lindelöf Talayeh Aledavood Barbara Keller 8 14 0 23 Jul 2022
Keyword Extraction in Scientific Documents Susie Xi Rao Piriyakorn Piriyatamwong P. Ghoshal Sara Nasirian Emmanuel de Salis Sandra Mitrović Michael Wechner Vanya Brucker P. Egger Ce Zhang 14 3 0 05 Jul 2022
Using Twitter Data to Understand Public Perceptions of Approved versus Off-label Use for COVID-19-related Medications Yining Hua Hang Jiang Shixu Lin Jie Yang Joseph M. Plasek D. Bates Li Zhou 38 37 0 29 Jun 2022
Understanding Aesthetics with Language: A Photo Critique Dataset for Aesthetic Assessment Daniel Vera Nieto Luigi Celona Clara Fernandez-Labrador CoGe 36 11 0 17 Jun 2022
Analyzing Folktales of Different Regions Using Topic Modeling and Clustering Jacob Werzinsky Zhiyan Zhong Xuedan Zou 20 0 0 09 Jun 2022
Actuarial Applications of Natural Language Processing Using Transformers: Case Studies for Using Text Features in an Actuarial Context Andrea Troxler Jürg Schelldorfer 8 10 0 04 Jun 2022
Happenstance: Utilizing Semantic Search to Track Russian State Media Narratives about the Russo-Ukrainian War On Reddit Hans W. A. Hanley Deepak Kumar Zakir Durumeric 11 40 0 28 May 2022
Artificial intelligence for topic modelling in Hindu philosophy: mapping themes between the Upanishads and the Bhagavad Gita Rohitash Chandra Mukul Ranjan AI4CE 11 12 0 23 May 2022
Exploring Dimensionality Reduction Techniques in Multilingual Transformers Álvaro Huertas-García Alejandro Martín Javier Huertas-Tato David Camacho 24 7 0 18 Apr 2022
Are You Robert or RoBERTa? Deceiving Online Authorship Attribution Models Using Neural Text Generators Keenan I. Jones Jason R. C. Nurse Shujun Li DeLMO 19 19 0 18 Mar 2022
Twitter-Demographer: A Flow-based Tool to Enrich Twitter Data Federico Bianchi Vincenzo Cutrona Dirk Hovy 10 4 0 26 Jan 2022
Zero-Truncated Poisson Regression for Sparse Multiway Count Data Corrupted by False Zeros Oscar López Daniel M. Dunlavy R. Lehoucq 11 3 0 25 Jan 2022
Topic Modeling with Contextualized Word Representation Clusters Laure Thompson David M. Mimno 102 82 0 23 Oct 2020
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Nandan Thakur Nils Reimers Johannes Daxenberger Iryna Gurevych 200 241 0 16 Oct 2020
Neural Embedding Allocation: Distributed Representations of Topic Models Kamrun Naher Keya Yannis Papanikolaou James R. Foulds BDL 14 5 0 10 Sep 2019