M

Multilingual En Uk Pl Ru

Developed by uaritm
This is a multilingual sentence transformer model that supports English, Russian, Ukrainian, and Polish, mapping sentences into a 768-dimensional vector space for tasks such as semantic similarity calculation.
Downloads 383
Release Time : 5/12/2023

Model Overview

Based on the sentence-transformers framework, this model is specifically designed for multilingual text sentence similarity calculation and feature extraction, particularly suited for cross-language semantic matching tasks among English, Russian, Ukrainian, and Polish.

Model Features

Multilingual Support
Supports text processing in four languages: English, Russian, Ukrainian, and Polish.
High-dimensional Vector Representation
Maps sentences and paragraphs into a 768-dimensional dense vector space.
Semantic Similarity Calculation
Can be used to calculate semantic similarity between sentences, supporting cross-language comparisons.
Medical Field Applications
Particularly suitable for multilingual patient complaint analysis in the medical field.

Model Capabilities

Sentence embedding generation
Cross-language semantic search
Text clustering
Multilingual text feature extraction

Use Cases

Healthcare
Patient Complaint Classification
Automatically classifies patient complaints described in different languages into relevant medical specialty areas.
Improves the triage efficiency of virtual clinics.
Information Retrieval
Cross-language Document Search
Finds semantically similar documents in a multilingual document library without language restrictions.
Enhances information retrieval efficiency in multilingual environments.
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