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Humor-Recognition-Greek-xlm-mlm-100 – AI Model by Kalloniatis | AlphaNeural AI

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Kalloniatis/
Humor-Recognition-Greek-xlm-mlm-100

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text-classification

token-classification

kallantis/Greek-Humorous-Dataset

autotrain_compatible

endpoints_compatible

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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

python

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)