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Mluke Base

Developed by studio-ousia
mLUKE is a multilingual extension of LUKE, supporting named entity recognition, relation classification, and question answering tasks in 24 languages.
Downloads 64
Release Time : 3/2/2022

Model Overview

mLUKE is a multilingual pretrained model initialized with XLM-RoBERTa, featuring entity-aware attention mechanisms suitable for various natural language processing tasks.

Model Features

Multilingual Support
Supports text processing in 24 languages, including major European and Asian languages.
Entity-aware Attention
Includes special entity embeddings and attention mechanisms for better handling of named entities.
Large-scale Pretraining
Pretrained on Wikipedia data in 24 languages, with strong cross-lingual representation capabilities.

Model Capabilities

Named Entity Recognition
Relation Classification
Question Answering
Cross-lingual Text Understanding

Use Cases

Information Extraction
Multilingual Document Entity Recognition
Identify and classify named entities in multilingual documents.
Accurately recognizes entities in 24 languages.
Knowledge Graph Construction
Cross-lingual Entity Relation Extraction
Extract relationships between entities from multilingual texts.
Supports building multilingual knowledge graphs.
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