ContextualIntentSlotRepresentation.ConfigΒΆ

Component: ContextualIntentSlotRepresentation

class ContextualIntentSlotRepresentation.Config[source]

Bases: RepresentationBase.Config

All Attributes (including base classes)

load_path: Optional[str] = None
save_path: Optional[str] = None
freeze: bool = False
shared_module_key: Optional[str] = None
seq_representation: SeqRepresentation.Config = SeqRepresentation.Config()
joint_representation: Union[BiLSTMDocSlotAttention.Config, JointCNNRepresentation.Config] = BiLSTMDocSlotAttention.Config()

Default JSON

{
    "load_path": null,
    "save_path": null,
    "freeze": false,
    "shared_module_key": null,
    "seq_representation": {
        "load_path": null,
        "save_path": null,
        "freeze": false,
        "shared_module_key": null,
        "doc_representation": {
            "load_path": null,
            "save_path": null,
            "freeze": false,
            "shared_module_key": null,
            "dropout": 0.4,
            "cnn": {
                "kernel_num": 100,
                "kernel_sizes": [
                    3,
                    4
                ]
            }
        },
        "seq_representation": {
            "BiLSTMDocAttention": {
                "load_path": null,
                "save_path": null,
                "freeze": false,
                "shared_module_key": null,
                "dropout": 0.4,
                "lstm": {
                    "load_path": null,
                    "save_path": null,
                    "freeze": false,
                    "shared_module_key": null,
                    "dropout": 0.4,
                    "lstm_dim": 32,
                    "num_layers": 1,
                    "bidirectional": true
                },
                "pooling": {
                    "SelfAttention": {
                        "attn_dimension": 64,
                        "dropout": 0.4
                    }
                },
                "mlp_decoder": null
            }
        }
    },
    "joint_representation": {
        "BiLSTMDocSlotAttention": {
            "load_path": null,
            "save_path": null,
            "freeze": false,
            "shared_module_key": null,
            "dropout": 0.4,
            "lstm": {
                "load_path": null,
                "save_path": null,
                "freeze": false,
                "shared_module_key": null,
                "dropout": 0.4,
                "lstm_dim": 32,
                "num_layers": 1,
                "bidirectional": true
            },
            "pooling": null,
            "slot_attention": null,
            "doc_mlp_layers": 0,
            "word_mlp_layers": 0
        }
    }
}