initial commit

config.json

@@ -0,0 +1,20 @@
+{
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "transformers_version": "4.11.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 31090
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4bfd053dd867b9142e11a6f398920eee7d51dd7d5d74b5a95aea9b68aace61d
+size 439994797

results.txt

@@ -0,0 +1,7 @@
+epoch -1 (before training): {'mean_average_precision_at_r': 0.15730538759513046, 'precision_at_1': 0.9049479166666666, 'r_precision': 0.22859541491573174}
+epoch 0: {'mean_average_precision_at_r': 0.9143857745680418, 'precision_at_1': 0.9964943910256411, 'r_precision': 0.9206494293422167}
+epoch 1: {'mean_average_precision_at_r': 0.9276055280411362, 'precision_at_1': 0.9977964743589743, 'r_precision': 0.9325838898797277}
+epoch 2: {'mean_average_precision_at_r': 0.9440768126352762, 'precision_at_1': 0.9979967948717948, 'r_precision': 0.9472721964511559}
+epoch 3: {'mean_average_precision_at_r': 0.936138927002283, 'precision_at_1': 0.9986979166666666, 'r_precision': 0.9391548035795592}
+epoch 4: {'mean_average_precision_at_r': 0.9404745744518319, 'precision_at_1': 0.9984475160256411, 'r_precision': 0.9432215950553481}
+best epoch: 2

special_tokens_map.json

@@ -0,0 +1 @@
+{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}

tokenizer_config.json

@@ -0,0 +1 @@
+{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "special_tokens_map_file": null, "name_or_path": "allenai/scibert_scivocab_uncased", "do_basic_tokenize": true, "never_split": null, "tokenizer_class": "BertTokenizer"}