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Camembert Base Finetuned Pawsx Fr
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Camembert Base Finetuned Pawsx Fr
Developed by mrm8488
This model is a natural language inference model fine-tuned on the PAWS-X-fr dataset based on Camembert-base, specifically designed for French text paraphrase identification tasks.
Large Language Model
Transformers Supports Multiple Languages#French Paraphrase Identification#High-precision NLI#PAWS-X Adaptation
Transformers Downloads 130
Release Time : 3/2/2022
Model Overview
The model is primarily used to determine whether two French sentences are paraphrases (i.e., different expressions conveying the same meaning), which falls under the category of natural language inference tasks.
Model Features
French-specific
Pre-trained model optimized specifically for French text
Paraphrase Identification
Accurately determines whether two sentences convey the same meaning
Fine-tuning Performance
Fine-tuned on the PAWS-X-fr dataset to improve paraphrase identification accuracy
Model Capabilities
French Text Understanding
Sentence Similarity Judgment
Natural Language Inference
Use Cases
Content Moderation
Duplicate Content Detection
Identifies user-generated content with different expressions but the same meaning
Reduces duplicate content on the platform
Information Retrieval
Query Expansion
Identifies different expressions of user queries
Improves search engine recall rate
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