update entity

config.json

@@ -13,51 +13,89 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "B-CUISINE_OR_ITEM",
-    "1": "B-FURNISHING",
-    "2": "B-HOUSING_TYPE",
-    "3": "B-LOCATION",
-    "4": "B-PLACE_NAME",
-    "5": "B-PLACE_TYPE",
-    "6": "B-PRICE_RANGE",
-    "7": "B-ROOM_COUNT",
-    "8": "B-STATUS",
-    "9": "B-TIME",
-    "10": "I-CUISINE_OR_ITEM",
-    "11": "I-FURNISHING",
-    "12": "I-HOUSING_TYPE",
-    "13": "I-LOCATION",
-    "14": "I-PLACE_NAME",
-    "15": "I-PLACE_TYPE",
-    "16": "I-PRICE_RANGE",
-    "17": "I-ROOM_COUNT",
-    "18": "I-STATUS",
-    "19": "O"
+    "0": "O",
+    "1": "B-AVAILABILITY_TYPE",
+    "2": "B-COMPARISON_CRITERIA",
+    "3": "B-CUISINE_OR_ITEM",
+    "4": "B-FURNISHING",
+    "5": "B-HOUSING_TYPE",
+    "6": "B-ITEM_QUERY",
+    "7": "B-LOCATION",
+    "8": "B-MENU_ITEM_FILTER",
+    "9": "B-MENU_REQUEST",
+    "10": "B-PLACE_MOOD",
+    "11": "B-PLACE_NAME",
+    "12": "B-PLACE_TYPE",
+    "13": "B-PRICE_LEVEL",
+    "14": "B-PRICE_RANGE",
+    "15": "B-RANKING_PREFERENCE",
+    "16": "B-RESULT_REFERENCE",
+    "17": "B-ROOM_COUNT",
+    "18": "B-STATUS",
+    "19": "B-TIME_CONTEXT",
+    "20": "I-AVAILABILITY_TYPE",
+    "21": "I-COMPARISON_CRITERIA",
+    "22": "I-CUISINE_OR_ITEM",
+    "23": "I-FURNISHING",
+    "24": "I-HOUSING_TYPE",
+    "25": "I-ITEM_QUERY",
+    "26": "I-LOCATION",
+    "27": "I-MENU_ITEM_FILTER",
+    "28": "I-MENU_REQUEST",
+    "29": "I-PLACE_MOOD",
+    "30": "I-PLACE_NAME",
+    "31": "I-PLACE_TYPE",
+    "32": "I-PRICE_LEVEL",
+    "33": "I-PRICE_RANGE",
+    "34": "I-RANKING_PREFERENCE",
+    "35": "I-RESULT_REFERENCE",
+    "36": "I-ROOM_COUNT",
+    "37": "I-STATUS",
+    "38": "I-TIME_CONTEXT"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "is_decoder": false,
   "label2id": {
-    "B-CUISINE_OR_ITEM": 0,
-    "B-FURNISHING": 1,
-    "B-HOUSING_TYPE": 2,
-    "B-LOCATION": 3,
-    "B-PLACE_NAME": 4,
-    "B-PLACE_TYPE": 5,
-    "B-PRICE_RANGE": 6,
-    "B-ROOM_COUNT": 7,
-    "B-STATUS": 8,
-    "B-TIME": 9,
-    "I-CUISINE_OR_ITEM": 10,
-    "I-FURNISHING": 11,
-    "I-HOUSING_TYPE": 12,
-    "I-LOCATION": 13,
-    "I-PLACE_NAME": 14,
-    "I-PLACE_TYPE": 15,
-    "I-PRICE_RANGE": 16,
-    "I-ROOM_COUNT": 17,
-    "I-STATUS": 18,
-    "O": 19
+    "B-AVAILABILITY_TYPE": 1,
+    "B-COMPARISON_CRITERIA": 2,
+    "B-CUISINE_OR_ITEM": 3,
+    "B-FURNISHING": 4,
+    "B-HOUSING_TYPE": 5,
+    "B-ITEM_QUERY": 6,
+    "B-LOCATION": 7,
+    "B-MENU_ITEM_FILTER": 8,
+    "B-MENU_REQUEST": 9,
+    "B-PLACE_MOOD": 10,
+    "B-PLACE_NAME": 11,
+    "B-PLACE_TYPE": 12,
+    "B-PRICE_LEVEL": 13,
+    "B-PRICE_RANGE": 14,
+    "B-RANKING_PREFERENCE": 15,
+    "B-RESULT_REFERENCE": 16,
+    "B-ROOM_COUNT": 17,
+    "B-STATUS": 18,
+    "B-TIME_CONTEXT": 19,
+    "I-AVAILABILITY_TYPE": 20,
+    "I-COMPARISON_CRITERIA": 21,
+    "I-CUISINE_OR_ITEM": 22,
+    "I-FURNISHING": 23,
+    "I-HOUSING_TYPE": 24,
+    "I-ITEM_QUERY": 25,
+    "I-LOCATION": 26,
+    "I-MENU_ITEM_FILTER": 27,
+    "I-MENU_REQUEST": 28,
+    "I-PLACE_MOOD": 29,
+    "I-PLACE_NAME": 30,
+    "I-PLACE_TYPE": 31,
+    "I-PRICE_LEVEL": 32,
+    "I-PRICE_RANGE": 33,
+    "I-RANKING_PREFERENCE": 34,
+    "I-RESULT_REFERENCE": 35,
+    "I-ROOM_COUNT": 36,
+    "I-STATUS": 37,
+    "I-TIME_CONTEXT": 38,
+    "O": 0
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,
@@ -65,6 +103,7 @@
   "num_attention_heads": 12,
   "num_hidden_layers": 12,
   "pad_token_id": 0,
+  "position_embedding_type": "absolute",
   "tie_word_embeddings": true,
   "transformers_version": "5.0.0",
   "type_vocab_size": 2,

id2label.json

@@ -1,22 +1,41 @@
 {
-    "0": "B-CUISINE_OR_ITEM",
-    "1": "B-FURNISHING",
-    "2": "B-HOUSING_TYPE",
-    "3": "B-LOCATION",
-    "4": "B-PLACE_NAME",
-    "5": "B-PLACE_TYPE",
-    "6": "B-PRICE_RANGE",
-    "7": "B-ROOM_COUNT",
-    "8": "B-STATUS",
-    "9": "B-TIME",
-    "10": "I-CUISINE_OR_ITEM",
-    "11": "I-FURNISHING",
-    "12": "I-HOUSING_TYPE",
-    "13": "I-LOCATION",
-    "14": "I-PLACE_NAME",
-    "15": "I-PLACE_TYPE",
-    "16": "I-PRICE_RANGE",
-    "17": "I-ROOM_COUNT",
-    "18": "I-STATUS",
-    "19": "O"
+  "0": "O",
+  "1": "B-AVAILABILITY_TYPE",
+  "2": "B-COMPARISON_CRITERIA",
+  "3": "B-CUISINE_OR_ITEM",
+  "4": "B-FURNISHING",
+  "5": "B-HOUSING_TYPE",
+  "6": "B-ITEM_QUERY",
+  "7": "B-LOCATION",
+  "8": "B-MENU_ITEM_FILTER",
+  "9": "B-MENU_REQUEST",
+  "10": "B-PLACE_MOOD",
+  "11": "B-PLACE_NAME",
+  "12": "B-PLACE_TYPE",
+  "13": "B-PRICE_LEVEL",
+  "14": "B-PRICE_RANGE",
+  "15": "B-RANKING_PREFERENCE",
+  "16": "B-RESULT_REFERENCE",
+  "17": "B-ROOM_COUNT",
+  "18": "B-STATUS",
+  "19": "B-TIME_CONTEXT",
+  "20": "I-AVAILABILITY_TYPE",
+  "21": "I-COMPARISON_CRITERIA",
+  "22": "I-CUISINE_OR_ITEM",
+  "23": "I-FURNISHING",
+  "24": "I-HOUSING_TYPE",
+  "25": "I-ITEM_QUERY",
+  "26": "I-LOCATION",
+  "27": "I-MENU_ITEM_FILTER",
+  "28": "I-MENU_REQUEST",
+  "29": "I-PLACE_MOOD",
+  "30": "I-PLACE_NAME",
+  "31": "I-PLACE_TYPE",
+  "32": "I-PRICE_LEVEL",
+  "33": "I-PRICE_RANGE",
+  "34": "I-RANKING_PREFERENCE",
+  "35": "I-RESULT_REFERENCE",
+  "36": "I-ROOM_COUNT",
+  "37": "I-STATUS",
+  "38": "I-TIME_CONTEXT"
 }

label2id.json

@@ -1,22 +1,41 @@
 {
-    "B-CUISINE_OR_ITEM": 0,
-    "B-FURNISHING": 1,
-    "B-HOUSING_TYPE": 2,
-    "B-LOCATION": 3,
-    "B-PLACE_NAME": 4,
-    "B-PLACE_TYPE": 5,
-    "B-PRICE_RANGE": 6,
-    "B-ROOM_COUNT": 7,
-    "B-STATUS": 8,
-    "B-TIME": 9,
-    "I-CUISINE_OR_ITEM": 10,
-    "I-FURNISHING": 11,
-    "I-HOUSING_TYPE": 12,
-    "I-LOCATION": 13,
-    "I-PLACE_NAME": 14,
-    "I-PLACE_TYPE": 15,
-    "I-PRICE_RANGE": 16,
-    "I-ROOM_COUNT": 17,
-    "I-STATUS": 18,
-    "O": 19
+  "O": 0,
+  "B-AVAILABILITY_TYPE": 1,
+  "B-COMPARISON_CRITERIA": 2,
+  "B-CUISINE_OR_ITEM": 3,
+  "B-FURNISHING": 4,
+  "B-HOUSING_TYPE": 5,
+  "B-ITEM_QUERY": 6,
+  "B-LOCATION": 7,
+  "B-MENU_ITEM_FILTER": 8,
+  "B-MENU_REQUEST": 9,
+  "B-PLACE_MOOD": 10,
+  "B-PLACE_NAME": 11,
+  "B-PLACE_TYPE": 12,
+  "B-PRICE_LEVEL": 13,
+  "B-PRICE_RANGE": 14,
+  "B-RANKING_PREFERENCE": 15,
+  "B-RESULT_REFERENCE": 16,
+  "B-ROOM_COUNT": 17,
+  "B-STATUS": 18,
+  "B-TIME_CONTEXT": 19,
+  "I-AVAILABILITY_TYPE": 20,
+  "I-COMPARISON_CRITERIA": 21,
+  "I-CUISINE_OR_ITEM": 22,
+  "I-FURNISHING": 23,
+  "I-HOUSING_TYPE": 24,
+  "I-ITEM_QUERY": 25,
+  "I-LOCATION": 26,
+  "I-MENU_ITEM_FILTER": 27,
+  "I-MENU_REQUEST": 28,
+  "I-PLACE_MOOD": 29,
+  "I-PLACE_NAME": 30,
+  "I-PLACE_TYPE": 31,
+  "I-PRICE_LEVEL": 32,
+  "I-PRICE_RANGE": 33,
+  "I-RANKING_PREFERENCE": 34,
+  "I-RESULT_REFERENCE": 35,
+  "I-ROOM_COUNT": 36,
+  "I-STATUS": 37,
+  "I-TIME_CONTEXT": 38
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b923627b1abe3c1773cb77cb5f7c5d60c564c1301573f0c1110ba807ddfe9ead
-size 434047848
+oid sha256:f93bf31da13c8864fa5e9f08fa8fff057de332a26992b116b8986f7f775234f0
+size 434106292

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8bd830d5f20acd0fa9f366eec9d80a62ca10779e8051dfaeef29fe5466683454
+oid sha256:c0b0e626610300cd38f69be779b2d3757e7970e1827da1d2b45363bbbf8d6479
 size 5137

training_info.json

@@ -0,0 +1,77 @@
+{
+  "model_name": "CAMeL-Lab/bert-base-arabic-camelbert-mix-ner",
+  "num_labels": 39,
+  "entity_types": [
+    "B-AVAILABILITY_TYPE",
+    "B-COMPARISON_CRITERIA",
+    "B-CUISINE_OR_ITEM",
+    "B-FURNISHING",
+    "B-HOUSING_TYPE",
+    "B-ITEM_QUERY",
+    "B-LOCATION",
+    "B-MENU_ITEM_FILTER",
+    "B-MENU_REQUEST",
+    "B-PLACE_MOOD",
+    "B-PLACE_NAME",
+    "B-PLACE_TYPE",
+    "B-PRICE_LEVEL",
+    "B-PRICE_RANGE",
+    "B-RANKING_PREFERENCE",
+    "B-RESULT_REFERENCE",
+    "B-ROOM_COUNT",
+    "B-STATUS",
+    "B-TIME_CONTEXT",
+    "I-AVAILABILITY_TYPE",
+    "I-COMPARISON_CRITERIA",
+    "I-CUISINE_OR_ITEM",
+    "I-FURNISHING",
+    "I-HOUSING_TYPE",
+    "I-ITEM_QUERY",
+    "I-LOCATION",
+    "I-MENU_ITEM_FILTER",
+    "I-MENU_REQUEST",
+    "I-PLACE_MOOD",
+    "I-PLACE_NAME",
+    "I-PLACE_TYPE",
+    "I-PRICE_LEVEL",
+    "I-PRICE_RANGE",
+    "I-RANKING_PREFERENCE",
+    "I-RESULT_REFERENCE",
+    "I-ROOM_COUNT",
+    "I-STATUS",
+    "I-TIME_CONTEXT"
+  ],
+  "eval_precision": 0.8923303834808259,
+  "eval_recall": 0.9250764525993884,
+  "eval_f1": 0.9084084084084084,
+  "eval_accuracy": 0.9192520186995325,
+  "aggregation": "simple",
+  "list_entities": [
+    "PLACE_NAME"
+  ],
+  "known_locations": [
+    "الكورنيش",
+    "الأباصيري",
+    "عبد السلام عارف",
+    "بني سويف الجديدة",
+    "مقبل",
+    "حي الجامعة",
+    "الغمراوي",
+    "قرب المحطة",
+    "بني سويف",
+    "الحي التالت",
+    "المحطة",
+    "المديرية",
+    "الشاملة",
+    "المدينة الجديدة",
+    "وسط البلد",
+    "شارع صلاح سالم",
+    "شرق النيل",
+    "ميدان الزراعيين",
+    "صلاح سالم",
+    "أحمد عرابي",
+    "23 يوليو",
+    "الحي الأول",
+    "الحي التاني"
+  ]
+}