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Mluke Base Lite

Developed by studio-ousia
mLUKE is a multilingual extension of LUKE, supporting text processing tasks in 24 languages
Downloads 153
Release Time : 4/13/2022

Model Overview

mLUKE is a multilingual pretrained language model based on the XLM-RoBERTa(base) architecture, with Wikipedia entity embeddings removed in this lite version, suitable for multilingual natural language processing tasks

Model Features

Multilingual Support
Supports text processing in 24 languages, including major Asian, European and African languages
Lite Architecture
Removes Wikipedia entity embeddings while retaining core language understanding capabilities
Entity-aware Attention
Optional entity-aware attention mechanism to enhance understanding of named entities

Model Capabilities

Multilingual text understanding
Named Entity Recognition
Relation Classification
Question Answering Systems

Use Cases

Information Extraction
Multilingual Document Entity Recognition
Extract named entities such as person names and locations from multilingual documents
Knowledge Graph Construction
Cross-lingual Entity Relation Extraction
Identify relationships between entities in multilingual texts
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