Submission for PAN CLEF 2025 generative ai text detection

The trained models is in the model directory. The predictions are in the prediction.jsonl file.

Submission to TIRA

1. Check if the code works:

tira-cli code-submission --dry-run --path ./ --task generative-ai-authorship-verification-panclef-2025 --dataset pan25-generative-ai-detection-smoke-test-20250428-training --mount-hf-model Shushant/panclef_data_deberta_finetuned --command 'python3 inferece_deberta.py --input_dir $inputDataset/dataset.jsonl --output $outputDir/predictions.jsonl'

2. If that ran successfully, you can omit the -dry-run argument to submit:

tira-cli code-submission --path ./ --task generative-ai-authorship-verification-panclef-2025 --dataset pan25-generative-ai-detection-smoke-test-20250428-training --mount-hf-model Shushant/panclef_data_deberta_finetuned --command

Huggingface

The model is available on Huggingface platform through https://huggingface.co/Shushant/panclef_data_deberta_finetuned