The open-source model xls-r-es-test-lm-finetuned-sentiment-mesd - Accurately analyze the sentiment tendency of Spanish

Xls R Es Test Lm Finetuned Sentiment Mesd

Developed by DrishtiSharma

This model is a fine-tuned Spanish sentiment analysis model based on glob-asr/xls-r-es-test-lm, achieving an accuracy of 23.85% on the evaluation set.

Text Classification

Transformers

Open Source License:Apache-2.0 #Spanish Sentiment Analysis #Low Accuracy Model #XLS-R Fine-tuning

Downloads 22

Release Time : 3/28/2022

Model Overview

This is a fine-tuned model for Spanish sentiment analysis, based on the XLS-R architecture, primarily used for text sentiment classification tasks.

Model Features

Spanish Sentiment Analysis

Specialized for analyzing sentiment tendencies in Spanish text

Based on XLS-R Architecture

Utilizes the powerful XLS-R pre-trained model as its foundation

Fine-tuning Optimization

Fine-tuned on specific datasets to adapt to sentiment analysis tasks

Model Capabilities

Spanish Text Processing

Sentiment Classification

Natural Language Understanding

Use Cases

Social Media Analysis

Spanish Comment Sentiment Analysis

Analyze sentiment tendencies in Spanish user comments

Accuracy 23.85% (based on evaluation set)

Market Research

Product Feedback Analysis

Conduct sentiment analysis on product feedback in Spanish markets

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	0.86	3	1.7876	0.1923
1.9709	1.86	6	1.7869	0.2
1.9709	2.86	9	1.7859	0.2308
2.146	3.86	12	1.7851	0.2385
1.9622	4.86	15	1.7842	0.1923
1.9622	5.86	18	1.7834	0.1769
2.137	6.86	21	1.7823	0.1923
2.137	7.86	24	1.7812	0.1923
2.1297	8.86	27	1.7800	0.1846
1.9502	9.86	30	1.7787	0.1846
1.9502	10.86	33	1.7772	0.1846
2.1234	11.86	36	1.7760	0.1846
2.1234	12.86	39	1.7748	0.1846
2.1186	13.86	42	1.7736	0.1846
1.9401	14.86	45	1.7725	0.1846
1.9401	15.86	48	1.7715	0.1923
2.112	16.86	51	1.7706	0.1923
2.112	17.86	54	1.7701	0.1923
2.1094	18.86	57	1.7697	0.2
1.934	19.86	60	1.7696	0.2

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Xls R Es Test Lm Finetuned Sentiment Mesd

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 xls-r-es-test-lm-finetuned-sentiment-mesd

🚀 Quick Start

📚 Documentation

Training procedure

Training hyperparameters

Training results

Framework versions

📄 License