| { | |
| "model_name": "uitnlp/visobert", | |
| "task_config": { | |
| "sentiment": { | |
| "dataset": "hung20gg/NEU-ESC", | |
| "num_labels": 4, | |
| "type": "single_label", | |
| "text_col": "Text", | |
| "label_col": "Sentiment" | |
| }, | |
| "topic": { | |
| "dataset": "hung20gg/NEU-ESC", | |
| "num_labels": 10, | |
| "type": "single_label", | |
| "text_col": "Text", | |
| "label_col": "Classification" | |
| }, | |
| "hate_speech": { | |
| "dataset": "sonlam1102/vithsd", | |
| "num_labels": 5, | |
| "type": "multi_label", | |
| "text_col": "content", | |
| "label_col": "labels", | |
| "label_list": [ | |
| "individual", | |
| "groups", | |
| "religion/creed", | |
| "race/ethnicity", | |
| "politics" | |
| ] | |
| }, | |
| "clickbait": { | |
| "dataset": "blanatole/ViClickbait-2025", | |
| "num_labels": 2, | |
| "type": "single_label", | |
| "text_col": "text", | |
| "label_col": "label", | |
| "dual_input": true | |
| } | |
| }, | |
| "max_seq_length": 128, | |
| "hidden_dropout": 0.2, | |
| "training_config": { | |
| "num_epochs": 10, | |
| "batch_size": 32, | |
| "learning_rate": 2e-05, | |
| "loss_weighting": "uncertainty", | |
| "task_sampling": "proportional" | |
| }, | |
| "final_results": { | |
| "hate_speech_f1": 1.0, | |
| "hate_speech_acc": 1.0, | |
| "hate_speech_loss": 8.714258829154326e-09, | |
| "clickbait_f1": 0.7949312440038375, | |
| "clickbait_acc": 0.8245614035087719, | |
| "clickbait_loss": 0.43148229067975824, | |
| "sentiment_f1": 1.0, | |
| "sentiment_acc": 1.0, | |
| "sentiment_loss": 0.0, | |
| "topic_f1": 1.0, | |
| "topic_acc": 1.0, | |
| "topic_loss": 5.103137090982615e-11 | |
| }, | |
| "best_scores": { | |
| "hate_speech": 1.0, | |
| "clickbait": 0.8027838536488368, | |
| "sentiment": 1.0, | |
| "topic": 1.0 | |
| } | |
| } |