ace_config.json

{
    "dataset_name": "ACE05",
    "tasks": [
        "NER",
        "VER",
        "RE",
        "RC",
        "EE",
        "EAE"
    ],
    "dataloader_cls": "src.tasks.ace.data_loader.ACEDatasetLoader",
    "sampler_cls": "src.tasks.ace.data_loader.ACESampler",
    "train_file": "data/ace05/train.sentence.json",
    "dev_file": "data/ace05/dev.sentence.json",
    "test_file": "data/ace05/test.sentence.json",
    "prompt_template": "templates/prompt.txt",
    "seed": [0, 24, 42],
    "label_noise_prob": [0.15, 0.50, 0.75],
    "task_configuration": {
        "NER": {
            "group_by": "sentence",
            "parallel_instances": 1,
            "max_guidelines": -1,
            "guideline_dropout": 0.15,
            "scorer": "src.tasks.ace.scorer.ACEEntityScorer"
        },
        "VER": {
            "group_by": "sentence",
            "parallel_instances": 1,
            "max_guidelines": -1,
            "guideline_dropout": 0.15,
            "scorer": "src.tasks.ace.scorer.ACEValueScorer"
        },
        "RE": {
            "group_by": "sentence",
            "parallel_instances": 1,
            "max_guidelines": -1,
            "guideline_dropout": 0.15,
            "scorer": "src.tasks.ace.scorer.ACECoarseRelationScorer"
        },
        "RC": {
            "group_by": "sentence",
            "parallel_instances": 1,
            "max_guidelines": -1,
            "guideline_dropout": 0.15,
            "scorer": "src.tasks.ace.scorer.ACERelationScorer",
            "ensure_positives_on_train": true
        },
        "EE": {
            "group_by": "sentence",
            "parallel_instances": 1,
            "max_guidelines": -1,
            "guideline_dropout": 0.15,
            "scorer": "src.tasks.ace.scorer.ACEEventScorer"
        },
        "EAE": {
            "group_by": "sentence",
            "parallel_instances": 1,
            "max_guidelines": -1,
            "sample_total_guidelines": 5,
            "guideline_dropout": 0.15,
            "scorer": "src.tasks.ace.scorer.ACEEventArgumentScorer",
            "ensure_positives_on_train": true
        }
    }
}