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Humor-Recognition-Greek-xlm-mlm-100
Kalloniatis/Humor-Recognition-Greek-xlm-mlm-100
Humor-Recognition-Greek-xlm-mlm-100 is a token classification model from Kalloniatis. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as apache-2.0.
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At a glance
- Task
- Token Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- xlm
- Access
- Public
- Created
- May 24, 2024
- Updated
- May 24, 2024
- SHA
- b6dd7393
Datasets
Model card
From the Hugging Face model README
Based on xlm-mlm-100-1280 ("FacebookAI/xlm-mlm-100-1280") this model was fine-tuned for Humor Recognition in Greek language.
Model Details
The model was pre-trained over 10 epochs on Greek Humorous Dataset
Pre-processing details
The text needs to be pre-processed by removing all greek diacritics and punctuation and converting all letters to lowercase
Load Pretrained Model
from transformers import XLMTokenizer, XLMForSequenceClassification
import torch
import tensorflow as tf
tokenizer = XLMTokenizer.from_pretrained('kallantis/Humor-Recognition-Greek-xlm-mlm-100')
model = XLMForSequenceClassification.from_pretrained('kallantis/Humor-Recognition-Greek-xlm-mlm-100',num_labels=2, ignore_mismatched_sizes=True)
- Task
- Token Classification
- Library
- transformers
- Type
- xlm
- License
- apache-2.0
- Languages
- el
- Created
- May 24, 2024
- Updated
- May 24, 2024