Top2Vec: Distributed Representations of Topics

19 August 2020

Papers citing "Top2Vec: Distributed Representations of Topics"

30 / 30 papers shown

Title
topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation Márton Kardos Kenneth C. Enevoldsen Kristoffer Laigaard Nielbo 17 0 0 19 May 2025
Tales of the 2025 Los Angeles Fire: Hotwash for Public Health Concerns in Reddit via LLM-Enhanced Topic Modeling Sulong Zhou Qunying Huang Shaoheng Zhou Yun Hang Xinyue Ye Aodong Mei Kathryn Phung Yuning Ye Uma Govindswamy Zehan Li 19 0 0 14 May 2025
Param $Δ$ for Direct Weight Mixing: Post-Train Large Language Model at Zero Cost Sheng Cao Mingrui Wu Karthik Prasad Yuandong Tian Zechun Liu MoMe 85 0 0 23 Apr 2025
Recommending the right academic programs: An interest mining approach using BERTopic Alessandro Hill Kalen Goo Puneet Agarwal 49 0 0 11 Jan 2025
BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study Atharva Mutsaddi Anvi Jamkhande Aryan Thakre Yashodhara Haribhakta 28 0 0 08 Jan 2025
CAST: Corpus-Aware Self-similarity Enhanced Topic modelling Yanan Ma Chenghao Xiao Chenhan Yuan Sabine N van der Veer Lamiece Hassan Chenghua Lin Goran Nenadic 45 0 0 19 Oct 2024
Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical Perception Jihao Zhao Zhiyuan Ji Pengnian Qi Pengnian Qi Simin Niu Zhiyu Li Zhiyu Li Zhiyu Li 84 0 0 16 Oct 2024
The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding Kenneth C. Enevoldsen Márton Kardos Niklas Muennighoff Kristoffer Laigaard Nielbo 42 9 0 04 Jun 2024
Reap the Wild Wind: Detecting Media Storms in Large-Scale News Corpora Dror K. Markus Effi Levi Tamir Sheafer Shaul R. Shenhav 23 0 0 14 Apr 2024
AlbNews: A Corpus of Headlines for Topic Modeling in Albanian Erion Çano Dario Lamaj 32 1 0 06 Feb 2024
PyThaiNLP: Thai Natural Language Processing in Python Wannaphong Phatthiyaphaibun Korakot Chaovavanich Charin Polpanumas Arthit Suriyawongkul Lalita Lowphansirikul Pattarawat Chormai Peerat Limkonchotiwat Thanathip Suntorntip Can Udomcharoenchaikit 37 89 0 07 Dec 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 26 1 0 18 Sep 2023
Semi-automated extraction of research topics and trends from NCI funding in radiological sciences from 2000-2020 M. Nguyen P. Beidler Joseph Tsai August Anderson Daniel Chen Paul Kinahan John Kang 19 0 0 22 Jun 2023
ATEM: A Topic Evolution Model for the Detection of Emerging Topics in Scientific Archives Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann 28 0 0 04 Jun 2023
Hatemongers ride on echo chambers to escalate hate speech diffusion Vasu Goel Dhruv Sahnan Subhabrata Dutta Anil Bandhakavi Tanmoy Chakraborty 30 12 0 05 Feb 2023
ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann BDL AI4TS 36 6 0 03 Feb 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 40 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 30 2 0 03 Jan 2023
Tsetlin Machine Embedding: Representing Words Using Logical Expressions Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao Rohan Kumar Yadav Jivitesh Sharma NAI 14 12 0 02 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 16 3 0 19 Dec 2022
ProSiT! Latent Variable Discovery with PROgressive SImilarity Thresholds Tommaso Fornaciari Dirk Hovy Federico Bianchi 24 1 0 26 Oct 2022
MTEB: Massive Text Embedding Benchmark Niklas Muennighoff Nouamane Tazi L. Magne Nils Reimers 30 374 0 13 Oct 2022
Temporal Analysis on Topics Using Word2Vec A. Sandhu Aneesh Edara Vishesh Narayan Faizan Wajid A. Agrawala 17 0 0 23 Sep 2022
Twitter Topic Classification Dimosthenis Antypas Asahi Ushio Jose Camacho-Collados Leonardo Neves Vítor Silva Francesco Barbieri 41 32 0 20 Sep 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 19 40 0 28 May 2022
Topic Segmentation of Research Article Collections Erion cCano Benjamin Roth 24 1 0 18 May 2022
BERTopic: Neural topic modeling with a class-based TF-IDF procedure M. Grootendorst 67 1,390 0 11 Mar 2022
TourBERT: A pretrained language model for the tourism industry Veronika Arefieva R. Egger 14 4 0 19 Jan 2022
Introducing an Abusive Language Classification Framework for Telegram to Investigate the German Hater Community Maximilian Wich Adrianna Górniak Tobias Eder Daniel Bartmann Burak Enes cCakici Georg Groh 25 12 0 15 Sep 2021
"A Virus Has No Religion": Analyzing Islamophobia on Twitter During the COVID-19 Outbreak Mohit Chandra Manvith Reddy Shradha Sehgal Saurabh Gupta Arun Balaji Buduru Ponnurangam Kumaraguru 29 41 0 11 Jul 2021