loyongzhe/sarcasm-classifier-binary

Binary sarcasm classifier.

Architecture

• Encoder: bert-base-uncased
• Pooling: CLS
• Head: MLP hidden size 256
• Labels:
  • 0 = not_sarcastic
  • 1 = sarcastic

Load

from transformers import AutoTokenizer, AutoModelForSequenceClassification

repo_id = "loyongzhe/sarcasm-classifier-binary"

tokenizer = AutoTokenizer.from_pretrained(repo_id, trust_remote_code=True)
model = AutoModelForSequenceClassification.from_pretrained(
    repo_id,
    trust_remote_code=True,
)