ontoea_args_15K.json

{
	"training_data": "../../benchmarks/",
	"output": "../../output/results/",
	"dataset_division": "721_5fold/1/",
	"word_embed": "../../benchmarks/wiki-news-300d-1M.vec",
	"use_word_embed_init": 0,
	"use_word_embed_init_onto": 0,
	"word_embed_init_zh": 0,
	"use_alter_label": 0,

	"lang": "zh_en",
	"data_version": "popular",

	"ent_emb_loss": "limit_loss",
	"fusion_way": "add",
	"cvlink_type_sample": false,

	"onto_valid": true,
	"cvlink_module": null,
	"onto_training_method": "hier",
	"check_version": 4,
	"seed_ent_type": "normal",

	"pos_margin": 0.01,
	"neg_margin": 2.0,
	"neg_margin_balance": 0.2,

	"neg_sampling": "truncated",
	"neg_triple_num": 10,
	"truncated_epsilon": 0.9,
	"truncated_freq": 10,

	"onto_neg_sampling": null,
	"alignment_neg_sampling": "type_based",

	"sub_epoch": 10,
	"align_sub_epoch": 5,
	"likelihood_vaild": true,
	"onto_likelihood_epochs": 5,
	"likelihood_slice": 10,

	"embedding_module": "OntoEA",
	"alignment_module": "mapping",
	"search_module": "greedy",

	"dim": 300,
	"onto_dim": 300,
	"init": "unit",
	"ent_l2_norm": true,
	"rel_l2_norm": true,
	"loss_norm": "L2",

	"learning_rate": 0.01,
	"cv_link_lr": 0.001,
	"likelihood_lr": 0.001,
	"optimizer": "Adagrad",
	"max_epoch": 2000,
	"batch_size": 4500,
	"onto_batch_size": 64,
	"cvlink_batch_size": 2000,

	"alpha": 5,
	"gamma": 1,
	"beta": 0,
	"sigma": 1,

	"batch_threads_num": 4,
	"test_threads_num": 8,

	"ordered": true,
	"start_valid": 50,
	"eval_freq": 10,
	"stop_metric": "hits1",
	"eval_metric": "inner",
	"csls": 10,
	"top_k": [1, 5, 10, 50],
	"is_save": true,
	"eval_norm": true
}