Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Cross-Lingual Text Classification (original) (raw)
Related papers
ACM Transactions on Information Systems
Heterogeneous document embeddings for cross-lingual text classification
Proceedings of the 36th Annual ACM Symposium on Applied Computing, 2021
Bi-weighting domain adaptation for cross-language text classification
Proceedings of the Twenty-Second international …, 2011
Expanding the Text Classification Toolbox with Cross-Lingual Embeddings
2019
Cross-effective cross-lingual document classification
Using Information from the Target Language to Improve Crosslingual Text Classification
Lecture Notes in Computer Science, 2010
Cross-lingual Data Transformation and Combination for Text Classification
ArXiv, 2019
Multilingual Text Classification through Combination of Monolingual Classifiers
"Exploring the Effectiveness of Transfer Learning for Text Classification in Low-Resource Languages"
INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 2023
Sensors, 2022
A survey on heterogeneous transfer learning
Journal of Big Data, 2017
A co-classification approach to learning from multilingual corpora
Machine Learning, 2010
Machine Learning Pipeline for Multi-Class Text Classification
International Journal of Engineering Applied Sciences and Technology, 2022
Cost-effective Cross-lingual Document Classification
2004
Cross language text categorization by acquiring multilingual domain models from comparable corpora
Proceedings of the ACL Workshop on Building and Using Parallel Texts - ParaText '05, 2005
Cross language text classification by model translation and semi-supervised learning
2010
Cross-domain Text Classification with Multiple Domains and Disparate Label Sets
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2016
Lost in Transduction: Transductive Transfer Learning in Text Classification
ACM Transactions on Knowledge Discovery from Data, 2022
Combining coregularization and consensus-based self-training for multilingual text categorization
Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval - SIGIR '10, 2010
Borrow from rich cousin: transfer learning for emotion detection using cross lingual embedding
Expert Systems with Applications, 2019
Exploiting comparable corpora and bilingual dictionaries for cross-language text categorization
Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the ACL - ACL '06, 2006
Towards a Universal Text Classifier: Transfer Learning Using Encyclopedic Knowledge
2009 IEEE International Conference on Data Mining Workshops, 2009
IJERT-Multilingual Text Classification
International Journal of Engineering Research and Technology (IJERT), 2015
Cross-lingual text categorization
2003
Bilingual Transfer Learning for Online Product Classification
2020
A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning
arXiv (Cornell University), 2022
Semantic Space Transformations for Cross-Lingual Document Classification
2018
Automatic Generation of Language-Independent Features for Cross-Lingual Classification
arXiv (Cornell University), 2018
Multilingual and Zero-Shot is Closing in on Monolingual Web Register Classification
2021
A Fine-Tuned BERT-Based Transfer Learning Approach for Text Classification
Journal of Healthcare Engineering, 2022