End of training

README.md

@@ -20,10 +20,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.1075
-- Precision: 0.8035
-- Recall: 0.8296
-- F1: 0.8163
+- Loss: 0.1094
+- Precision: 0.8207
+- Recall: 0.8310
+- F1: 0.8259
 - Accuracy: 0.9722
 
 ## Model description
@@ -55,9 +55,9 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
-| 0.1077        | 1.0   | 2655 | 0.1207          | 0.7666    | 0.8084 | 0.7870 | 0.9672   |
-| 0.0778        | 2.0   | 5310 | 0.1065          | 0.7951    | 0.8257 | 0.8101 | 0.9713   |
-| 0.061         | 3.0   | 7965 | 0.1075          | 0.8035    | 0.8296 | 0.8163 | 0.9722   |
+| 0.1082        | 1.0   | 2655 | 0.1236          | 0.7783    | 0.8158 | 0.7966 | 0.9671   |
+| 0.0772        | 2.0   | 5310 | 0.1089          | 0.8055    | 0.8277 | 0.8165 | 0.9708   |
+| 0.0609        | 3.0   | 7965 | 0.1094          | 0.8207    | 0.8310 | 0.8259 | 0.9722   |
 
 
 ### Framework versions

config.json

@@ -10,130 +10,130 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "ARGM-CXN",
-    "1": "C-ARGM-PRR",
-    "2": "C-ARGM-GOL",
-    "3": "ARG1",
-    "4": "C-ARGM-PRP",
-    "5": "R-ARG4",
-    "6": "ARG4",
+    "0": "ARG0",
+    "1": "ARG1",
+    "2": "ARG1-DSP",
+    "3": "ARG2",
+    "4": "ARG3",
+    "5": "ARG4",
+    "6": "ARG5",
     "7": "ARGA",
-    "8": "R-ARGM-ADJ",
-    "9": "R-ARG3",
-    "10": "R-ARGM-COM",
-    "11": "C-ARGM-EXT",
-    "12": "ARGM-REC",
-    "13": "R-ARG2",
-    "14": "ARG5",
-    "15": "C-ARGM-COM",
-    "16": "ARGM-NEG",
-    "17": "C-ARGM-CXN",
-    "18": "_",
-    "19": "C-V",
-    "20": "C-ARG2",
-    "21": "ARG1-DSP",
-    "22": "ARG2",
-    "23": "R-ARG1",
-    "24": "R-ARGM-GOL",
-    "25": "C-ARGM-MNR",
-    "26": "C-ARG3",
-    "27": "ARGM-TMP",
-    "28": "R-ARG0",
-    "29": "R-ARGM-CAU",
-    "30": "R-ARGM-TMP",
-    "31": "ARG0",
-    "32": "ARGM-GOL",
-    "33": "ARGM-ADV",
-    "34": "C-ARG1-DSP",
-    "35": "C-ARGM-TMP",
-    "36": "ARGM-PRD",
-    "37": "C-ARGM-LOC",
-    "38": "ARGM-MOD",
-    "39": "ARGM-EXT",
-    "40": "ARGM-COM",
-    "41": "ARGM-LOC",
-    "42": "ARGM-ADJ",
-    "43": "R-ARGM-MNR",
-    "44": "ARGM-PRP",
-    "45": "ARGM-DIR",
-    "46": "ARGM-LVB",
-    "47": "ARGM-MNR",
-    "48": "ARG3",
-    "49": "ARGM-DIS",
-    "50": "C-ARG1",
-    "51": "C-ARG4",
-    "52": "R-ARGM-DIR",
-    "53": "ARGM-CAU",
-    "54": "ARGM-PRR",
-    "55": "R-ARGM-LOC",
-    "56": "C-ARGM-ADV",
-    "57": "C-ARG0",
-    "58": "R-ARGM-ADV",
-    "59": "C-ARGM-DIR"
+    "8": "ARGM-ADJ",
+    "9": "ARGM-ADV",
+    "10": "ARGM-CAU",
+    "11": "ARGM-COM",
+    "12": "ARGM-CXN",
+    "13": "ARGM-DIR",
+    "14": "ARGM-DIS",
+    "15": "ARGM-EXT",
+    "16": "ARGM-GOL",
+    "17": "ARGM-LOC",
+    "18": "ARGM-LVB",
+    "19": "ARGM-MNR",
+    "20": "ARGM-MOD",
+    "21": "ARGM-NEG",
+    "22": "ARGM-PRD",
+    "23": "ARGM-PRP",
+    "24": "ARGM-PRR",
+    "25": "ARGM-REC",
+    "26": "ARGM-TMP",
+    "27": "C-ARG0",
+    "28": "C-ARG1",
+    "29": "C-ARG1-DSP",
+    "30": "C-ARG2",
+    "31": "C-ARG3",
+    "32": "C-ARG4",
+    "33": "C-ARGM-ADV",
+    "34": "C-ARGM-COM",
+    "35": "C-ARGM-CXN",
+    "36": "C-ARGM-DIR",
+    "37": "C-ARGM-EXT",
+    "38": "C-ARGM-GOL",
+    "39": "C-ARGM-LOC",
+    "40": "C-ARGM-MNR",
+    "41": "C-ARGM-PRP",
+    "42": "C-ARGM-PRR",
+    "43": "C-ARGM-TMP",
+    "44": "C-V",
+    "45": "R-ARG0",
+    "46": "R-ARG1",
+    "47": "R-ARG2",
+    "48": "R-ARG3",
+    "49": "R-ARG4",
+    "50": "R-ARGM-ADJ",
+    "51": "R-ARGM-ADV",
+    "52": "R-ARGM-CAU",
+    "53": "R-ARGM-COM",
+    "54": "R-ARGM-DIR",
+    "55": "R-ARGM-GOL",
+    "56": "R-ARGM-LOC",
+    "57": "R-ARGM-MNR",
+    "58": "R-ARGM-TMP",
+    "59": "_"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
-    "ARG0": 31,
-    "ARG1": 3,
-    "ARG1-DSP": 21,
-    "ARG2": 22,
-    "ARG3": 48,
-    "ARG4": 6,
-    "ARG5": 14,
+    "ARG0": 0,
+    "ARG1": 1,
+    "ARG1-DSP": 2,
+    "ARG2": 3,
+    "ARG3": 4,
+    "ARG4": 5,
+    "ARG5": 6,
     "ARGA": 7,
-    "ARGM-ADJ": 42,
-    "ARGM-ADV": 33,
-    "ARGM-CAU": 53,
-    "ARGM-COM": 40,
-    "ARGM-CXN": 0,
-    "ARGM-DIR": 45,
-    "ARGM-DIS": 49,
-    "ARGM-EXT": 39,
-    "ARGM-GOL": 32,
-    "ARGM-LOC": 41,
-    "ARGM-LVB": 46,
-    "ARGM-MNR": 47,
-    "ARGM-MOD": 38,
-    "ARGM-NEG": 16,
-    "ARGM-PRD": 36,
-    "ARGM-PRP": 44,
-    "ARGM-PRR": 54,
-    "ARGM-REC": 12,
-    "ARGM-TMP": 27,
-    "C-ARG0": 57,
-    "C-ARG1": 50,
-    "C-ARG1-DSP": 34,
-    "C-ARG2": 20,
-    "C-ARG3": 26,
-    "C-ARG4": 51,
-    "C-ARGM-ADV": 56,
-    "C-ARGM-COM": 15,
-    "C-ARGM-CXN": 17,
-    "C-ARGM-DIR": 59,
-    "C-ARGM-EXT": 11,
-    "C-ARGM-GOL": 2,
-    "C-ARGM-LOC": 37,
-    "C-ARGM-MNR": 25,
-    "C-ARGM-PRP": 4,
-    "C-ARGM-PRR": 1,
-    "C-ARGM-TMP": 35,
-    "C-V": 19,
-    "R-ARG0": 28,
-    "R-ARG1": 23,
-    "R-ARG2": 13,
-    "R-ARG3": 9,
-    "R-ARG4": 5,
-    "R-ARGM-ADJ": 8,
-    "R-ARGM-ADV": 58,
-    "R-ARGM-CAU": 29,
-    "R-ARGM-COM": 10,
-    "R-ARGM-DIR": 52,
-    "R-ARGM-GOL": 24,
-    "R-ARGM-LOC": 55,
-    "R-ARGM-MNR": 43,
-    "R-ARGM-TMP": 30,
-    "_": 18
+    "ARGM-ADJ": 8,
+    "ARGM-ADV": 9,
+    "ARGM-CAU": 10,
+    "ARGM-COM": 11,
+    "ARGM-CXN": 12,
+    "ARGM-DIR": 13,
+    "ARGM-DIS": 14,
+    "ARGM-EXT": 15,
+    "ARGM-GOL": 16,
+    "ARGM-LOC": 17,
+    "ARGM-LVB": 18,
+    "ARGM-MNR": 19,
+    "ARGM-MOD": 20,
+    "ARGM-NEG": 21,
+    "ARGM-PRD": 22,
+    "ARGM-PRP": 23,
+    "ARGM-PRR": 24,
+    "ARGM-REC": 25,
+    "ARGM-TMP": 26,
+    "C-ARG0": 27,
+    "C-ARG1": 28,
+    "C-ARG1-DSP": 29,
+    "C-ARG2": 30,
+    "C-ARG3": 31,
+    "C-ARG4": 32,
+    "C-ARGM-ADV": 33,
+    "C-ARGM-COM": 34,
+    "C-ARGM-CXN": 35,
+    "C-ARGM-DIR": 36,
+    "C-ARGM-EXT": 37,
+    "C-ARGM-GOL": 38,
+    "C-ARGM-LOC": 39,
+    "C-ARGM-MNR": 40,
+    "C-ARGM-PRP": 41,
+    "C-ARGM-PRR": 42,
+    "C-ARGM-TMP": 43,
+    "C-V": 44,
+    "R-ARG0": 45,
+    "R-ARG1": 46,
+    "R-ARG2": 47,
+    "R-ARG3": 48,
+    "R-ARG4": 49,
+    "R-ARGM-ADJ": 50,
+    "R-ARGM-ADV": 51,
+    "R-ARGM-CAU": 52,
+    "R-ARGM-COM": 53,
+    "R-ARGM-DIR": 54,
+    "R-ARGM-GOL": 55,
+    "R-ARGM-LOC": 56,
+    "R-ARGM-MNR": 57,
+    "R-ARGM-TMP": 58,
+    "_": 59
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,

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training_args.bin

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