Update spaCy pipeline

README.md

@@ -14,37 +14,38 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.9914578588
+      value: 0.9931506849
     - name: NER Recall
       type: recall
-      value: 0.989766913
+      value: 0.99106204
     - name: NER F Score
       type: f_score
-      value: 0.9906116643
+      value: 0.9921052632
 ---
-Your Coffee at the Speed of Sound
+Your Coffee Ordered; at the Speed of Sound
 
 | Feature | Description |
 | --- | --- |
 | **Name** | `en_Coff_Ev1` |
-| **Version** | `1.1.7` |
+| **Version** | `1.1.7.5` |
 | **spaCy** | `>=3.4.3,<3.5.0` |
 | **Default Pipeline** | `tok2vec`, `ner` |
 | **Components** | `tok2vec`, `ner` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
 | **Sources** | n/a |
 | **License** | `MIT` |
-| **Author** | [Chris Bruinsma,Iris Chi,Jack Felciano,Jeffrey Li,Dustin Paden]() |
+| **Author** | [Chris Bruinsma,Iris Chi,Jack Felciano,Jeffrey Li,Dustin Paden, 
+ Please cite using the included ```refs.bib``` ]() |
 
 ### Label Scheme
 
 <details>
 
-<summary>View label scheme (18 labels for 1 components)</summary>
+<summary>View label scheme (19 labels for 1 components)</summary>
 
 | Component | Labels |
 | --- | --- |
-| **`ner`** | `Anti`, `Brew Style`, `add-on`, `drink`, `extra`, `hot breakfast`, `milk`, `milk texture`, `pastry`, `pump quantity`, `roast`, `shot quality`, `shot quantity`, `size`, `syrup`, `temperature`, `toppings`, `upside-down` |
+| **`ner`** | `Anti`, `Blended`, `Brew Style`, `add-on`, `drink`, `extra`, `hot breakfast`, `milk`, `milk texture`, `pastry`, `pump quantity`, `roast`, `shot quality`, `shot quantity`, `size`, `syrup`, `temperature`, `toppings`, `upside-down` |
 
 </details>
 
@@ -52,8 +53,8 @@ Your Coffee at the Speed of Sound
 
 | Type | Score |
 | --- | --- |
-| `ENTS_F` | 99.06 |
-| `ENTS_P` | 99.15 |
-| `ENTS_R` | 98.98 |
-| `TOK2VEC_LOSS` | 92287.82 |
-| `NER_LOSS` | 204966.51 |
+| `ENTS_F` | 99.21 |
+| `ENTS_P` | 99.32 |
+| `ENTS_R` | 99.11 |
+| `TOK2VEC_LOSS` | 66605.95 |
+| `NER_LOSS` | 172474.82 |

en_Coff_Ev1-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8616735a2bfe241d1dfd9ee1a908bb384f33235fbac9bc6f4a1dcb39fe0a9ceb
-size 5677037
+oid sha256:f1401d91ab05c50b0fe01cbc22d40ce8b265756d366408b088f5529330b4950d
+size 5678575

meta.json

@@ -1,9 +1,9 @@
 {
   "lang":"en",
   "name":"Coff_Ev1",
-  "version":"1.1.7",
-  "description":"Your Coffee at the Speed of Sound",
-  "author":"Chris Bruinsma,Iris Chi,Jack Felciano,Jeffrey Li,Dustin Paden",
+  "version":"1.1.7.5",
+  "description":"Your Coffee Ordered; at the Speed of Sound",
+  "author":"Chris Bruinsma,Iris Chi,Jack Felciano,Jeffrey Li,Dustin Paden, \n Please cite using the included ```refs.bib``` ",
   "email":"",
   "url":"",
   "license":"MIT",
@@ -21,6 +21,7 @@
     ],
     "ner":[
       "Anti",
+      "Blended",
       "Brew Style",
       "add-on",
       "drink",
@@ -52,49 +53,64 @@
 
   ],
   "performance":{
-    "ents_f":0.9906116643,
-    "ents_p":0.9914578588,
-    "ents_r":0.989766913,
+    "ents_f":0.9921052632,
+    "ents_p":0.9931506849,
+    "ents_r":0.99106204,
     "ents_per_type":{
-      "size":{
-        "p":0.9972677596,
-        "r":0.9972677596,
-        "f":0.9972677596
+      "drink":{
+        "p":0.9938271605,
+        "r":0.9922958398,
+        "f":0.9930609098
       },
       "syrup":{
-        "p":0.9827586207,
+        "p":0.9874476987,
+        "r":0.9957805907,
+        "f":0.9915966387
+      },
+      "shot quantity":{
+        "p":0.9111111111,
         "r":1.0,
-        "f":0.9913043478
+        "f":0.9534883721
       },
-      "drink":{
-        "p":0.9947826087,
-        "r":0.9896193772,
-        "f":0.9921942758
+      "toppings":{
+        "p":0.9882352941,
+        "r":1.0,
+        "f":0.9940828402
+      },
+      "milk":{
+        "p":1.0,
+        "r":0.9923076923,
+        "f":0.9961389961
+      },
+      "size":{
+        "p":0.9973045822,
+        "r":0.9973045822,
+        "f":0.9973045822
+      },
+      "milk texture":{
+        "p":1.0,
+        "r":0.9230769231,
+        "f":0.96
+      },
+      "temperature":{
+        "p":1.0,
+        "r":0.9921259843,
+        "f":0.9960474308
       },
       "Anti":{
         "p":1.0,
         "r":1.0,
         "f":1.0
       },
-      "milk texture":{
-        "p":0.9166666667,
+      "Blended":{
+        "p":1.0,
         "r":1.0,
-        "f":0.9565217391
-      },
-      "milk":{
-        "p":0.9915254237,
-        "r":0.9915254237,
-        "f":0.9915254237
+        "f":1.0
       },
       "add-on":{
         "p":1.0,
-        "r":0.9393939394,
-        "f":0.96875
-      },
-      "toppings":{
-        "p":0.9871794872,
-        "r":0.9746835443,
-        "f":0.9808917197
+        "r":0.9574468085,
+        "f":0.9782608696
       },
       "pastry":{
         "p":1.0,
@@ -106,11 +122,6 @@
         "r":1.0,
         "f":1.0
       },
-      "temperature":{
-        "p":1.0,
-        "r":0.9919354839,
-        "f":0.995951417
-      },
       "Brew Style":{
         "p":1.0,
         "r":1.0,
@@ -131,11 +142,6 @@
         "r":0.9130434783,
         "f":0.9545454545
       },
-      "shot quantity":{
-        "p":0.8709677419,
-        "r":1.0,
-        "f":0.9310344828
-      },
       "upside-down":{
         "p":1.0,
         "r":1.0,
@@ -147,8 +153,8 @@
         "f":0.9756097561
       }
     },
-    "tok2vec_loss":922.8782236609,
-    "ner_loss":2049.6651394523
+    "tok2vec_loss":666.0594605164,
+    "ner_loss":1724.748150032
   },
   "requirements":[
 

ner/moves

@@ -1 +1 @@
-��moves�L{"0":{},"1":{"drink":1038,"size":370,"syrup":361,"milk":198,"toppings":182,"temperature":136,"hot breakfast":102,"pastry":79,"Anti":63,"pump quantity":58,"add-on":45,"shot quality":35,"shot quantity":34,"roast":24,"Brew Style":24,"extra":18,"upside-down":12,"milk texture":12},"2":{"drink":1038,"size":370,"syrup":361,"milk":198,"toppings":182,"temperature":136,"hot breakfast":102,"pastry":79,"Anti":63,"pump quantity":58,"add-on":45,"shot quality":35,"shot quantity":34,"roast":24,"Brew Style":24,"extra":18,"upside-down":12,"milk texture":12},"3":{"drink":1038,"size":370,"syrup":361,"milk":198,"toppings":182,"temperature":136,"hot breakfast":102,"pastry":79,"Anti":63,"pump quantity":58,"add-on":45,"shot quality":35,"shot quantity":34,"roast":24,"Brew Style":24,"extra":18,"upside-down":12,"milk texture":12},"4":{"drink":1038,"size":370,"syrup":361,"milk":198,"toppings":182,"temperature":136,"hot breakfast":102,"pastry":79,"Anti":63,"pump quantity":58,"add-on":45,"shot quality":35,"shot quantity":34,"roast":24,"Brew Style":24,"extra":18,"upside-down":12,"milk texture":12,"":1},"5":{"":1}}�cfg��neg_key�
+��moves�|{"0":{},"1":{"drink":1163,"size":375,"syrup":374,"milk":225,"toppings":195,"temperature":139,"hot breakfast":102,"pastry":79,"Anti":65,"add-on":59,"pump quantity":58,"shot quantity":48,"shot quality":35,"roast":24,"Brew Style":24,"extra":18,"milk texture":14,"upside-down":12,"Blended":7},"2":{"drink":1163,"size":375,"syrup":374,"milk":225,"toppings":195,"temperature":139,"hot breakfast":102,"pastry":79,"Anti":65,"add-on":59,"pump quantity":58,"shot quantity":48,"shot quality":35,"roast":24,"Brew Style":24,"extra":18,"milk texture":14,"upside-down":12,"Blended":7},"3":{"drink":1163,"size":375,"syrup":374,"milk":225,"toppings":195,"temperature":139,"hot breakfast":102,"pastry":79,"Anti":65,"add-on":59,"pump quantity":58,"shot quantity":48,"shot quality":35,"roast":24,"Brew Style":24,"extra":18,"milk texture":14,"upside-down":12,"Blended":7},"4":{"drink":1163,"size":375,"syrup":374,"milk":225,"toppings":195,"temperature":139,"hot breakfast":102,"pastry":79,"Anti":65,"add-on":59,"pump quantity":58,"shot quantity":48,"shot quality":35,"roast":24,"Brew Style":24,"extra":18,"milk texture":14,"upside-down":12,"Blended":7,"":1},"5":{"":1}}�cfg��neg_key�

tok2vec/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ac4098da94a468eb2380042585a00f0c9d8db872fdf9e8d0644166dd9c625cda
+oid sha256:a86f9411d53019883e54b84d716466284391df31a5eb40ff4620687ba52ba431
 size 6009091

vocab/strings.json

@@ -390,6 +390,7 @@
   "Double",
   "Dr",
   "Dr.",
+  "Dragon",
   "Drink",
   "E",
   "E.G.",
@@ -416,6 +417,7 @@
   "Frappuccino",
   "Frappucino",
   "Fresher",
+  "Fruit",
   "G",
   "Ga",
   "Ga.",
@@ -866,6 +868,7 @@
   "amy",
   "an",
   "an.",
+  "ana",
   "and",
   "and/or",
   "ane",
@@ -885,6 +888,7 @@
   "ark.",
   "arl",
   "ars",
+  "art",
   "ase",
   "ash",
   "ass",
@@ -1082,6 +1086,7 @@
   "ega",
   "egf",
   "egg",
+  "eight",
   "el.",
   "em",
   "eme",
@@ -1116,6 +1121,7 @@
   "fee",
   "feta",
   "ffe",
+  "five",
   "fla",
   "fla.",
   "flat",
@@ -1142,6 +1148,7 @@
   "gen",
   "gen.",
   "ght",
+  "gibraltor",
   "gingerbread",
   "gle",
   "goin",
@@ -1327,6 +1334,7 @@
   "m.",
   "ma'am",
   "macchiato",
+  "machiatto",
   "madam",
   "majesty",
   "man",
@@ -1395,6 +1403,7 @@
   "n.m.",
   "n.y.",
   "na",
+  "naked",
   "nc.",
   "nch",
   "nd.",
@@ -1499,6 +1508,7 @@
   "pa",
   "pa.",
   "packet",
+  "pana",
   "panna",
   "paradise",
   "passion",
@@ -1641,6 +1651,7 @@
   "starberry",
   "starbucks",
   "starfruit",
+  "start",
   "steamed",
   "steamer",
   "sto",
@@ -1694,6 +1705,7 @@
   "topped",
   "topping",
   "toppings",
+  "tor",
   "tra",
   "tranquility",
   "trenta",