Cross-lingual Contextualized Topic Models with Zero-shot Learning

16 April 2020

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

21 / 21 papers shown

Title
topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation Márton Kardos Kenneth Enevoldsen Kristoffer Nielbo 106 0 0 19 May 2025
The Dark Side of the Web: Towards Understanding Various Data Sources in Cyber Threat Intelligence Saskia Laura Schröer Noé Canevascini Irdin Pekaric Philine Widmer Pavel Laskov 324 0 0 19 Apr 2025
Evaluating Negative Sampling Approaches for Neural Topic Models Suman Adhya Avishek Lahiri Debarshi Kumar Sanyal Partha Pratim Das BDL 128 0 0 23 Mar 2025
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation Zhiyin Tan Jennifer D'Souza ELM 86 0 0 11 Feb 2025
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors Mayank Nagda Phil Ostheimer Sophie Fellenz 207 0 0 22 Oct 2024
GINopic: Topic Modeling with Graph Isomorphism Network Suman Adhya Debarshi Kumar Sanyal 101 4 0 02 Apr 2024
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence Federico Bianchi Silvia Terragni Dirk Hovy AI4TS 40 287 0 08 Apr 2020
What the [MASK]? Making Sense of Language-Specific BERT Models Debora Nozza Federico Bianchi Dirk Hovy 106 107 0 05 Mar 2020
A Primer in BERTology: What we know about how BERT works Anna Rogers Olga Kovaleva Anna Rumshisky OffRL 52 1,478 0 27 Feb 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 529 11,979 0 27 Aug 2019
Topic Modeling in Embedding Spaces Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei BDL 98 629 0 08 Jul 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 853 93,936 0 11 Oct 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 133 3,490 0 19 Aug 2018
Learning Multilingual Topics from Incomparable Corpus Shudong Hao Michael J. Paul LRM 28 16 0 11 Jun 2018
MetaLDA: a Topic Model that Efficiently Incorporates Meta information He Zhao Lan Du Wray Buntine Gang Liu 23 46 0 19 Sep 2017
Autoencoding Variational Inference For Topic Models Akash Srivastava Charles Sutton BDL DRL 68 558 0 04 Mar 2017
Inverted Bilingual Topic Models for Lexicon Extraction from Non-parallel Data Tengfei Ma Tetsuya Nasukawa 21 10 0 21 Dec 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 788 6,768 0 26 Sep 2016
Neural Variational Inference for Text Processing Yishu Miao Lei Yu Phil Blunsom VLM DRL 41 618 0 19 Nov 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 336 16,972 0 20 Dec 2013
Multilingual Topic Models for Unaligned Text Jordan L. Boyd-Graber David M. Blei 43 178 0 09 May 2012