Cross-lingual Contextualized Topic Models with Zero-shot Learning

Cross-lingual Contextualized Topic Models with Zero-shot Learning

16 April 2020

Federico Bianchi

Silvia Terragni

Elisabetta Fersini

Papers citing "Cross-lingual Contextualized Topic Models with Zero-shot Learning"

16 / 16 papers shown

Title
The Dark Side of the Web: Towards Understanding Various Data Sources in Cyber Threat Intelligence Saskia Laura Schröer Noé Canevascini Irdin Pekaric Philine Widmer P. Laskov 85 0 0 19 Apr 2025
Evaluating Negative Sampling Approaches for Neural Topic Models Suman Adhya Avishek Lahiri Debarshi Kumar Sanyal Partha Pratim Das BDL 40 0 0 23 Mar 2025
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation Zhiyin Tan Jennifer D'Souza ELM 65 0 0 11 Feb 2025
Recommending the right academic programs: An interest mining approach using BERTopic Alessandro Hill Kalen Goo Puneet Agarwal 38 0 0 11 Jan 2025
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors M. Nagda Phil Ostheimer Sophie Fellenz 34 0 0 22 Oct 2024
GINopic: Topic Modeling with Graph Isomorphism Network Suman Adhya Debarshi Kumar Sanyal 21 4 0 02 Apr 2024
PromptMTopic: Unsupervised Multimodal Topic Modeling of Memes using Large Language Models Nirmalendu Prakash Han Wang N. Hoang Ming Shan Hee Roy Ka-Wei Lee 21 11 0 11 Dec 2023
Towards Generalising Neural Topical Representations Xiaohao Yang He Zhao Dinh Q. Phung Lan Du BDL OOD MedIm 14 1 0 24 Jul 2023
Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling Shengqiong Wu Hao Fei Yixin Cao Lidong Bing Tat-Seng Chua 32 31 0 19 May 2023
Improving Neural Topic Models with Wasserstein Knowledge Distillation Suman Adhya Debarshi Kumar Sanyal BDL 12 1 0 27 Mar 2023
ProSiT! Latent Variable Discovery with PROgressive SImilarity Thresholds Tommaso Fornaciari Dirk Hovy Federico Bianchi 14 1 0 26 Oct 2022
Unsupervised Opinion Summarization Using Approximate Geodesics Somnath Basu Roy Chowdhury Nicholas Monath Kumar Avinava Dubey Amr Ahmed Snigdha Chaturvedi 38 6 0 15 Sep 2022
BERTopic: Neural topic modeling with a class-based TF-IDF procedure M. Grootendorst 18 1,372 0 11 Mar 2022
Twitter-Demographer: A Flow-based Tool to Enrich Twitter Data Federico Bianchi Vincenzo Cutrona Dirk Hovy 8 4 0 26 Jan 2022
What the [MASK]? Making Sense of Language-Specific BERT Models Debora Nozza Federico Bianchi Dirk Hovy 82 105 0 05 Mar 2020
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,740 0 26 Sep 2016