Cross-Lingual Embedding Methods and Applications: A Systematic Review for Low-Resourced Scenarios

Domain:

natural language processing

Record type:

paperposter

Cross-Lingual Embedding Methods and Applications: A Systematic Review for Low-Resourced Scenarios

Poster presented at the Deep Learning Indaba 2022 by Thapelo Andrew Sindane

Visit

storage.googleapis.com

Tasks

embeddings

Multimodal Embedding Integration for Cross-Lingual NER in Low-Resource Languages

Cross-lingual Named Entity Recognition (NER) leverages knowledge transfer between languages to ident

Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment

The field of cross-lingual sentence embeddings has recently experienced significant advancements, bu

Artificial Code-Switching for Cross-Lingual Embedding Alignment in Low-Resource Languages

Transferring information retrieval (IR) models from a high-resource language (typically English) to

sangeet2020/Cross-lingual-topic-identification-in-low-resource-scenarios

Topic prediction for low-resource language # Cross-lingual topic identification in low resource sce

Can Embedding Similarity Predict Cross-Lingual Transfer? A Systematic Study on African Languages

Cross-lingual transfer is essential for building NLP systems for low-resource African languages, but

Cross-lingual Embedding Clustering for Hierarchical Softmax in Low-Resource Multilingual Speech Recognition

We present a novel approach centered on the decoding stage of Automatic Speech Recognition (ASR) tha