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Xlm Align Base

Developed by microsoft
XLM-Align is a pre-trained cross-lingual model supporting 94 languages, improving pre-trained cross-lingual models through self-labeled word alignment.
Large Language Model
Transformers
#Cross-lingual word alignment#Self-supervised pre-training#Multilingual understanding
Downloads 354
Release Time : 3/2/2022

Model Overview

XLM-Align is a cross-lingual pre-trained model that enhances performance in cross-lingual understanding tasks through self-labeled word alignment technology.

Model Features

Self-labeled word alignment
Improves pre-trained cross-lingual models through self-labeled word alignment technology, enhancing performance in cross-lingual understanding tasks.
Multilingual support
Supports 94 languages, suitable for a wide range of cross-lingual applications.
Superior performance
Outperforms the XLM-R_base model in XTREME cross-lingual understanding tasks.

Model Capabilities

Cross-lingual part-of-speech tagging
Cross-lingual named entity recognition
Cross-lingual question answering
Cross-lingual natural language inference
Cross-lingual text matching

Use Cases

Natural language processing
Cross-lingual part-of-speech tagging
Automatically tags parts of speech in multilingual texts.
Achieves 76.0 accuracy in XTREME tasks.
Cross-lingual named entity recognition
Identifies named entities in multilingual texts.
Achieves an F1 score of 63.7 in XTREME tasks.
Cross-lingual question answering
Answers natural language questions in multilingual environments.
Achieves 74.7/59.0 exact match/F1 score in XQuAD tasks.
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