Update spaCy pipeline

README.md

@@ -14,39 +14,37 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.9929042068
+      value: 0.9926739927
     - name: NER Recall
       type: recall
-      value: 0.9918987342
+      value: 0.9922196796
     - name: NER F Score
       type: f_score
-      value: 0.9924012158
+      value: 0.9924467842
 ---
-Your coffee ordered, at the speed of sound <br>
-
-Please cite using the included ```refs.bib```
+Your coffee ordered, at the speed of sound
 
 | Feature | Description |
 | --- | --- |
 | **Name** | `en_Coff_Ev1` |
-| **Version** | `1.1.8` |
+| **Version** | `1.3` |
 | **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** | [C.Bruinsma,I.Chi,J.Feliciano,J.Li,D.Paden]() |
 
 ### Label Scheme
 
 <details>
 
-<summary>View label scheme (19 labels for 1 components)</summary>
+<summary>View label scheme (20 labels for 1 components)</summary>
 
 | Component | Labels |
 | --- | --- |
-| **`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` |
+| **`ner`** | `Anti`, `Blended`, `Brew Style`, `Coffee Varietal`, `add-on`, `drink`, `extra`, `hot breakfast`, `milk`, `milk texture`, `pastry`, `pump quantity`, `roast`, `shot quality`, `shot quantity`, `size`, `syrup`, `temperature`, `toppings`, `upside-down` |
 
 </details>
 
@@ -55,7 +53,7 @@ Please cite using the included ```refs.bib```
 | Type | Score |
 | --- | --- |
 | `ENTS_F` | 99.24 |
-| `ENTS_P` | 99.29 |
-| `ENTS_R` | 99.19 |
-| `TOK2VEC_LOSS` | 18674.12 |
-| `NER_LOSS` | 140484.70 |
+| `ENTS_P` | 99.27 |
+| `ENTS_R` | 99.22 |
+| `TOK2VEC_LOSS` | 21155.22 |
+| `NER_LOSS` | 152053.19 |

en_Coff_Ev1-any-py3-none-any.whl

@@ -1,3 +1,3 @@
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-oid sha256:13525d19e991a3f5eab926077650421079e6edbb542abeb2917fec172ad3d100
-size 5697861
+oid sha256:88452474377ae5295b0d0dd459fe3b6d9dca9e15ceda9019c749347658977e75
+size 5697983

meta.json

@@ -1,10 +1,10 @@
 {
   "lang":"en",
   "name":"Coff_Ev1",
-  "version":"1.1.8",
+  "version":"1.3",
   "description":"Your coffee ordered, at the speed of sound",
-  "author":"Chris Bruinsma,Iris Chi,Jack Felciano,Jeffrey Li,Dustin Paden",
-  "email":"",
+  "author":"C.Bruinsma,I.Chi,J.Feliciano,J.Li,D.Paden",
+  "email":"christopher.j.bruinsma",
   "url":"",
   "license":"MIT",
   "spacy_version":">=3.4.3,<3.5.0",
@@ -23,6 +23,7 @@
       "Anti",
       "Blended",
       "Brew Style",
+      "Coffee Varietal",
       "add-on",
       "drink",
       "extra",
@@ -53,94 +54,99 @@
 
   ],
   "performance":{
-    "ents_f":0.9924012158,
-    "ents_p":0.9929042068,
-    "ents_r":0.9918987342,
+    "ents_f":0.9924467842,
+    "ents_p":0.9926739927,
+    "ents_r":0.9922196796,
     "ents_per_type":{
-      "Anti":{
+      "drink":{
+        "p":0.9937027708,
+        "r":0.9924528302,
+        "f":0.9930774072
+      },
+      "syrup":{
+        "p":0.9862068966,
+        "r":1.0,
+        "f":0.9930555556
+      },
+      "toppings":{
+        "p":0.99,
+        "r":1.0,
+        "f":0.9949748744
+      },
+      "Coffee Varietal":{
         "p":1.0,
         "r":1.0,
         "f":1.0
       },
-      "temperature":{
+      "Brew Style":{
         "p":1.0,
-        "r":0.9927007299,
-        "f":0.9963369963
+        "r":1.0,
+        "f":1.0
       },
-      "drink":{
-        "p":0.9940740741,
-        "r":0.9926035503,
-        "f":0.9933382679
+      "temperature":{
+        "p":1.0,
+        "r":0.9857142857,
+        "f":0.9928057554
       },
-      "syrup":{
-        "p":0.984063745,
+      "milk":{
+        "p":0.9929078014,
         "r":1.0,
-        "f":0.9919678715
+        "f":0.9964412811
       },
-      "toppings":{
+      "milk texture":{
         "p":1.0,
-        "r":0.9894736842,
-        "f":0.9947089947
+        "r":0.9333333333,
+        "f":0.9655172414
       },
       "size":{
-        "p":0.997311828,
-        "r":0.997311828,
-        "f":0.997311828
+        "p":0.9973890339,
+        "r":0.9973890339,
+        "f":0.9973890339
       },
-      "milk":{
+      "add-on":{
         "p":1.0,
-        "r":0.9925925926,
-        "f":0.9962825279
+        "r":0.96,
+        "f":0.9795918367
       },
-      "extra":{
-        "p":1.0,
+      "shot quantity":{
+        "p":0.9215686275,
         "r":1.0,
-        "f":1.0
+        "f":0.9591836735
       },
-      "pastry":{
+      "Anti":{
         "p":1.0,
         "r":1.0,
         "f":1.0
       },
-      "shot quantity":{
-        "p":0.9743589744,
-        "r":0.9268292683,
-        "f":0.95
-      },
-      "milk texture":{
-        "p":0.9285714286,
-        "r":1.0,
-        "f":0.962962963
-      },
-      "Blended":{
+      "extra":{
         "p":1.0,
         "r":1.0,
         "f":1.0
       },
-      "add-on":{
+      "pastry":{
         "p":1.0,
-        "r":0.9574468085,
-        "f":0.9782608696
+        "r":1.0,
+        "f":1.0
       },
-      "hot breakfast":{
+      "Blended":{
         "p":1.0,
         "r":1.0,
         "f":1.0
       },
-      "Brew Style":{
+      "hot breakfast":{
         "p":1.0,
         "r":1.0,
         "f":1.0
       },
       "pump quantity":{
-        "p":0.9375,
-        "r":1.0,
-        "f":0.9677419355
+        "p":1.0,
+        "r":0.9333333333,
+        "f":0.9655172414
       },
       "shot quality":{
-        "p":0.9565217391,
-        "r":0.9565217391,
-        "f":0.9565217391
+        "p":1.0,
+        "r":0.9130434783,
+        "f":0.9545454545
       },
       "upside-down":{
         "p":1.0,
@@ -153,8 +159,8 @@
         "f":0.9756097561
       }
     },
-    "tok2vec_loss":186.7412191381,
-    "ner_loss":1404.8469660285
+    "tok2vec_loss":211.5521784647,
+    "ner_loss":1520.5319207546
   },
   "requirements":[
 

ner/moves

@@ -1 +1 @@
-��moves�|{"0":{},"1":{"drink":1205,"syrup":390,"size":376,"milk":234,"toppings":214,"temperature":152,"hot breakfast":102,"pastry":84,"Anti":75,"add-on":59,"pump quantity":58,"shot quantity":48,"shot quality":35,"roast":24,"Brew Style":24,"extra":22,"milk texture":14,"upside-down":12,"Blended":7},"2":{"drink":1205,"syrup":390,"size":376,"milk":234,"toppings":214,"temperature":152,"hot breakfast":102,"pastry":84,"Anti":75,"add-on":59,"pump quantity":58,"shot quantity":48,"shot quality":35,"roast":24,"Brew Style":24,"extra":22,"milk texture":14,"upside-down":12,"Blended":7},"3":{"drink":1205,"syrup":390,"size":376,"milk":234,"toppings":214,"temperature":152,"hot breakfast":102,"pastry":84,"Anti":75,"add-on":59,"pump quantity":58,"shot quantity":48,"shot quality":35,"roast":24,"Brew Style":24,"extra":22,"milk texture":14,"upside-down":12,"Blended":7},"4":{"drink":1205,"syrup":390,"size":376,"milk":234,"toppings":214,"temperature":152,"hot breakfast":102,"pastry":84,"Anti":75,"add-on":59,"pump quantity":58,"shot quantity":48,"shot quality":35,"roast":24,"Brew Style":24,"extra":22,"milk texture":14,"upside-down":12,"Blended":7,"":1},"5":{"":1}}�cfg��neg_key�
+��moves��{"0":{},"1":{"drink":1379,"syrup":437,"size":387,"milk":242,"toppings":219,"temperature":155,"hot breakfast":102,"pastry":84,"Anti":75,"add-on":62,"pump quantity":58,"shot quantity":56,"shot quality":35,"Brew Style":30,"roast":24,"Coffee Varietal":23,"extra":22,"milk texture":16,"upside-down":12,"Blended":7},"2":{"drink":1379,"syrup":437,"size":387,"milk":242,"toppings":219,"temperature":155,"hot breakfast":102,"pastry":84,"Anti":75,"add-on":62,"pump quantity":58,"shot quantity":56,"shot quality":35,"Brew Style":30,"roast":24,"Coffee Varietal":23,"extra":22,"milk texture":16,"upside-down":12,"Blended":7},"3":{"drink":1379,"syrup":437,"size":387,"milk":242,"toppings":219,"temperature":155,"hot breakfast":102,"pastry":84,"Anti":75,"add-on":62,"pump quantity":58,"shot quantity":56,"shot quality":35,"Brew Style":30,"roast":24,"Coffee Varietal":23,"extra":22,"milk texture":16,"upside-down":12,"Blended":7},"4":{"drink":1379,"syrup":437,"size":387,"milk":242,"toppings":219,"temperature":155,"hot breakfast":102,"pastry":84,"Anti":75,"add-on":62,"pump quantity":58,"shot quantity":56,"shot quality":35,"Brew Style":30,"roast":24,"Coffee Varietal":23,"extra":22,"milk texture":16,"upside-down":12,"Blended":7,"":1},"5":{"":1}}�cfg��neg_key�

tok2vec/model

@@ -1,3 +1,3 @@
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-oid sha256:c38c7ba6a177153d13897c892022a53437344d28275ea95b8fe4b723f53a6693
+oid sha256:a804c50ddd6908cc35cd6625b14a22e9b4479018b7cbfffe24fa00a6d17505ad
 size 6009091

vocab/strings.json

@@ -279,10 +279,12 @@
   "@",
   "@_@",
   "A",
+  "AA",
   "Acai",
   "Adm",
   "Adm.",
   "AeroPress",
+  "Affogato",
   "Ai",
   "Ak",
   "Ak.",
@@ -290,6 +292,8 @@
   "Ala.",
   "Alabama",
   "Alaska",
+  "Almond",
+  "Amaretto",
   "Americano",
   "Anti",
   "Any",
@@ -304,25 +308,36 @@
   "Ark",
   "Ark.",
   "Arkansas",
+  "Au",
   "Aug",
   "Aug.",
   "August",
+  "Avellana",
   "A\u00e7ai",
   "A\u00e7a\u00ed",
   "B",
   "BOSE",
+  "Bailey",
   "Bean",
   "Big",
   "Biscotti",
   "Black",
+  "Blackberry",
   "Blend",
   "Blended",
   "Blonde",
+  "Blue",
+  "Blueberry",
+  "Bombon",
+  "Brazilian",
+  "Breve",
   "Brew",
   "Brew Style",
   "Bros",
   "Bros.",
   "Brown",
+  "Butter",
+  "Butterscotch",
   "C",
   "C'm",
   "C++",
@@ -333,6 +348,7 @@
   "Calif.",
   "California",
   "Can",
+  "Canela",
   "Cappuccino",
   "Cappuchino",
   "Caramel",
@@ -340,19 +356,24 @@
   "Cause",
   "Chai",
   "Chemex",
+  "Cherry",
   "Chesnut",
   "Chip",
   "Chocolate",
   "Chocolatey",
+  "Cinnamon",
   "Clover",
   "Co",
   "Co.",
   "Coast",
+  "Coco",
   "Coconut",
   "Coffee",
+  "Coffee Varietal",
   "Cold",
   "Colo",
   "Colo.",
+  "Colombian",
   "Colorado",
   "Con",
   "Conn",
@@ -361,12 +382,16 @@
   "Cookie",
   "Corp",
   "Corp.",
+  "Cortado",
   "Cos",
   "Costa",
   "Could",
   "Coz",
   "Cream",
+  "Crema",
   "Creme",
+  "Cuban",
+  "Cubano",
   "Cuz",
   "C\u2019m",
   "D",
@@ -392,14 +417,18 @@
   "Dr.",
   "Dragon",
   "Drink",
+  "Drip",
   "E",
   "E.G.",
   "E.g",
   "E.g.",
+  "Egg",
+  "Eggnog",
   "Emperor",
   "Espresso",
   "Ethiopian",
   "Extra",
+  "Eye",
   "F",
   "F.",
   "Feb",
@@ -411,19 +440,25 @@
   "Florida",
   "Foamy",
   "Fog",
+  "Forest",
   "Four",
   "Frappe",
   "Frappeccino",
   "Frappuccino",
   "Frappucino",
+  "Freddo",
+  "French",
   "Fresher",
+  "Frozen",
   "Fruit",
   "G",
   "Ga",
   "Ga.",
+  "Galao",
   "Gen",
   "Gen.",
   "Georgia",
+  "Gingerbread",
   "Goin",
   "Goin'",
   "Goin\u2019",
@@ -434,10 +469,13 @@
   "Gov.",
   "Grade",
   "Grande",
+  "Grapefruit",
+  "Greek",
   "Green",
   "Grey",
   "H",
   "Had",
+  "Harar",
   "Has",
   "Have",
   "Havin",
@@ -448,6 +486,7 @@
   "He's",
   "He\u2019s",
   "Hi",
+  "Hielo",
   "Honduras",
   "Honey",
   "Hot",
@@ -472,6 +511,7 @@
   "Inc.",
   "Ind",
   "Ind.",
+  "Indian",
   "Indiana",
   "Iowa",
   "Irish",
@@ -481,9 +521,11 @@
   "Italian",
   "It\u2019s",
   "J",
+  "Jamaican",
   "Jan",
   "Jan.",
   "January",
+  "Java",
   "Jr",
   "Jr.",
   "Jul",
@@ -508,14 +550,20 @@
   "L",
   "La",
   "La.",
+  "Lait",
   "Large",
   "Latte",
   "Latter",
+  "Lavender",
+  "Leche",
+  "Lemon",
   "Lemonade",
   "Let",
   "Let's",
   "Let\u2019s",
   "Light",
+  "Lime",
+  "Limoncillo",
   "London",
   "Louisiana",
   "Lovin",
@@ -526,7 +574,10 @@
   "M",
   "Ma'am",
   "Macchiato",
+  "Malabar",
+  "Mandheling",
   "Mango",
+  "Maple",
   "Mar",
   "Mar.",
   "March",
@@ -542,14 +593,17 @@
   "Mega",
   "Messrs",
   "Messrs.",
+  "Mexican",
   "Mich",
   "Mich.",
   "Michigan",
+  "Miel",
   "Might",
   "Milk",
   "Minn",
   "Minn.",
   "Minnesota",
+  "Mint",
   "Miss",
   "Miss.",
   "Mississippi",
@@ -557,9 +611,11 @@
   "Mo",
   "Mo.",
   "Mocha",
+  "Monsooned",
   "Mont",
   "Mont.",
   "Mount",
+  "Mountain",
   "Mr",
   "Mr.",
   "Mrs",
@@ -600,6 +656,8 @@
   "Nov",
   "Nov.",
   "November",
+  "Nut",
+  "Nutella",
   "Nuthin",
   "Nuthin'",
   "Nuthin\u2019",
@@ -621,10 +679,12 @@
   "Ol",
   "Ol'",
   "Ol\u2019",
+  "Orange",
   "Ore",
   "Ore.",
   "Oregon",
   "Ought",
+  "Over",
   "O\u2019clock",
   "P",
   "Pa",
@@ -632,9 +692,12 @@
   "Panna",
   "Paradise",
   "Passion",
+  "Passionfruit",
   "Peach",
+  "Pecan",
   "Pennsylvania",
   "Pepermint",
+  "Peppermint",
   "Ph",
   "Ph.D.",
   "Pike",
@@ -644,13 +707,16 @@
   "Place",
   "Pour",
   "Praline",
+  "Press",
   "Prof",
   "Prof.",
   "Pump",
   "Pumpkin",
+  "Pup",
   "R",
   "ROOT",
   "Raspberry",
+  "Red",
   "Refresha",
   "Refreshers",
   "Rep",
@@ -661,9 +727,14 @@
   "Ristretto",
   "Roast",
   "Room",
+  "Russian",
+  "Rwandan",
   "S",
   "S'mores",
   "S.C.",
+  "Salted",
+  "Santos",
+  "Scandinavian",
   "Sen",
   "Sen.",
   "Sep",
@@ -695,11 +766,14 @@
   "Strawberries",
   "Strawberry",
   "Sugar",
+  "Sumatran",
+  "Supremo",
   "Sweet",
   "Syrup",
   "T",
   "TVOSE",
   "Tall",
+  "Tarrazu",
   "Tea",
   "Temp",
   "Tenn",
@@ -721,6 +795,8 @@
   "Those",
   "Toffee",
   "Trenta",
+  "Turkish",
+  "Turmeric",
   "U",
   "Upside",
   "V",
@@ -728,12 +804,16 @@
   "V_V",
   "Va",
   "Va.",
+  "Vainilla",
   "Vanilla",
   "Venti",
   "Veranda",
+  "Vienna",
+  "Vietnamese",
   "Virginia",
   "W",
   "WM",
+  "Walnut",
   "Was",
   "Wash",
   "Wash.",
@@ -792,6 +872,7 @@
   "Xxxx.",
   "XxxxXxxxx",
   "Xxxxx",
+  "Xxxxx Xxxxx",
   "Xxxxx'",
   "Xxxxx'x",
   "Xxxxx.",
@@ -806,6 +887,7 @@
   "X\u2019x",
   "X\u2019xxxx",
   "Y",
+  "Yirgacheffe",
   "You",
   "[",
   "[-:",
@@ -835,6 +917,7 @@
   "a.",
   "a.m",
   "a.m.",
+  "aa",
   "about",
   "acai",
   "ace",
@@ -850,9 +933,11 @@
   "afe",
   "aff",
   "affagato",
+  "affogato",
   "age",
   "ai",
   "ain",
+  "ait",
   "ak",
   "ak.",
   "ake",
@@ -864,6 +949,7 @@
   "almond",
   "almondmilk",
   "am",
+  "amaretto",
   "americano",
   "amy",
   "an",
@@ -895,18 +981,24 @@
   "ast",
   "ate",
   "ato",
+  "au",
   "aug",
   "aug.",
   "ava",
   "ave",
+  "avellana",
   "avy",
+  "azu",
   "a\u00e7ai",
   "a\u00e7a\u00ed",
   "b",
   "b.",
   "bacon",
   "bagel",
+  "bailey",
   "ball",
+  "ban",
+  "bar",
   "base",
   "bean",
   "because",
@@ -918,15 +1010,21 @@
   "biscotti",
   "bites",
   "black",
+  "blackberry",
   "ble",
   "blend",
   "blended",
   "blonde",
+  "blue",
+  "blueberry",
+  "bombon",
   "bon",
   "bose",
   "bout",
   "br.",
+  "brazilian",
   "breakfast",
+  "breve",
   "brew",
   "brew style",
   "brewed",
@@ -937,6 +1035,7 @@
   "brul\u00e9e",
   "bs",
   "butter",
+  "butterscotch",
   "c",
   "c'm",
   "c++",
@@ -953,6 +1052,7 @@
   "calif.",
   "can",
   "cane",
+  "canela",
   "cap",
   "cappuccino",
   "cappuchino",
@@ -965,9 +1065,11 @@
   "ch.",
   "cha",
   "chai",
+  "che",
   "chedder",
   "cheese",
   "chemex",
+  "cherry",
   "chesnut",
   "chestnut",
   "chia",
@@ -986,12 +1088,15 @@
   "co.",
   "coa",
   "coast",
+  "coco",
   "cocoa",
   "coconut",
   "coffee",
+  "coffee varietal",
   "cold",
   "colo",
   "colo.",
+  "colombian",
   "come",
   "con",
   "conn",
@@ -1007,12 +1112,15 @@
   "could",
   "coz",
   "cream",
+  "crema",
   "creme",
   "crisp",
   "croissant",
   "crumble",
   "crunch",
   "ct.",
+  "cuban",
+  "cubano",
   "cup",
   "cus",
   "customized",
@@ -1030,11 +1138,13 @@
   "dX",
   "d_d",
   "d_x",
+  "dan",
   "dare",
   "dark",
   "day",
   "dd",
   "ddd",
+  "ddo",
   "ddx.x",
   "ddx.x.",
   "dec",
@@ -1063,6 +1173,7 @@
   "dr.",
   "dragon",
   "drink",
+  "drip",
   "drizzel",
   "drizzle",
   "dry",
@@ -1081,16 +1192,22 @@
   "ebr",
   "ec.",
   "eed",
+  "eek",
   "een",
   "eer",
   "eet",
   "ega",
   "egf",
   "egg",
+  "eggnog",
   "eight",
   "el.",
+  "ela",
+  "elo",
   "em",
+  "ema",
   "eme",
+  "emo",
   "emp",
   "emperor",
   "en",
@@ -1111,8 +1228,10 @@
   "eta",
   "ethiopian",
   "ev.",
+  "eve",
   "everything",
   "extra",
+  "eye",
   "e\u2019s",
   "f",
   "f.",
@@ -1129,6 +1248,7 @@
   "foam",
   "foamy",
   "fog",
+  "forest",
   "four",
   "fox",
   "frappe",
@@ -1136,15 +1256,18 @@
   "frappuccino",
   "frappuchino",
   "frappucino",
+  "freddo",
   "free",
   "french",
   "fresher",
+  "frozen",
   "fruit",
   "funnel",
   "g",
   "g.",
   "ga",
   "ga.",
+  "galao",
   "gar",
   "gel",
   "gen",
@@ -1165,7 +1288,10 @@
   "gov",
   "gov.",
   "grade",
+  "granda",
   "grande",
+  "grapefruit",
+  "greek",
   "green",
   "grey",
   "grilled",
@@ -1176,6 +1302,7 @@
   "hai",
   "half",
   "ham",
+  "harar",
   "has",
   "hat",
   "have",
@@ -1195,6 +1322,7 @@
   "hi",
   "hia",
   "hibiscus",
+  "hielo",
   "hin",
   "hio",
   "hip",
@@ -1222,12 +1350,14 @@
   "id.",
   "ide",
   "ids",
+  "iel",
   "ies",
   "if.",
   "ike",
   "ilk",
   "ill",
   "ill.",
+  "ime",
   "impossible",
   "in",
   "in'",
@@ -1236,6 +1366,7 @@
   "inclusions",
   "ind",
   "ind.",
+  "indian",
   "ine",
   "ing",
   "ink",
@@ -1269,6 +1400,7 @@
   "j",
   "j.",
   "jade",
+  "jamaican",
   "jan",
   "jan.",
   "java",
@@ -1304,25 +1436,34 @@
   "l.",
   "la",
   "la.",
+  "lait",
+  "lao",
   "large",
   "largest",
   "lat",
   "latte",
   "latter",
+  "lavender",
   "lce",
+  "leche",
   "led",
+  "lemon",
   "lemonade",
   "less",
   "let",
   "let's",
   "let\u2019s",
+  "ley",
   "lif",
   "light",
   "lightly",
+  "lime",
+  "limoncillo",
   "liquid",
   "ll",
   "ll.",
   "lla",
+  "llo",
   "lo.",
   "london",
   "long",
@@ -1332,6 +1473,7 @@
   "lovin\u2019",
   "ltd",
   "ltd.",
+  "lue",
   "lungo",
   "l\u00e9e",
   "m",
@@ -1341,8 +1483,11 @@
   "machiatto",
   "madam",
   "majesty",
+  "malabar",
   "man",
+  "mandheling",
   "mango",
+  "maple",
   "mar",
   "mar.",
   "mass",
@@ -1362,9 +1507,11 @@
   "messrs",
   "messrs.",
   "mex",
+  "mexican",
   "mich",
   "mich.",
   "mid",
+  "miel",
   "might",
   "milk",
   "milk texture",
@@ -1381,9 +1528,11 @@
   "mocah",
   "mocha",
   "mon",
+  "monsooned",
   "mont",
   "mont.",
   "morning",
+  "mountain",
   "mps",
   "mr",
   "mr.",
@@ -1417,12 +1566,14 @@
   "neb.",
   "nebr",
   "nebr.",
+  "ned",
   "need",
   "nel",
   "ner",
   "nev",
   "nev.",
   "ney",
+  "nge",
   "ngo",
   "ngs",
   "nie",
@@ -1431,6 +1582,7 @@
   "nna",
   "nny",
   "no",
+  "nog",
   "non",
   "not",
   "nothin",
@@ -1446,6 +1598,7 @@
   "nti",
   "nuff",
   "nut",
+  "nutella",
   "nuthin",
   "nuthin'",
   "nuthin\u2019",
@@ -1465,6 +1618,7 @@
   "oat",
   "oatmilk",
   "ock",
+  "oco",
   "oct",
   "oct.",
   "oes",
@@ -1489,6 +1643,7 @@
   "ood",
   "oom",
   "or",
+  "orange",
   "ore",
   "ore.",
   "orp",
@@ -1519,6 +1674,7 @@
   "passionfruit",
   "pastry",
   "peach",
+  "pecan",
   "ped",
   "pepermint",
   "pepper",
@@ -1543,6 +1699,7 @@
   "ppe",
   "pr.",
   "praline",
+  "press",
   "prof",
   "prof.",
   "pt.",
@@ -1557,7 +1714,9 @@
   "r",
   "r.",
   "raison",
+  "ran",
   "rap",
+  "rar",
   "ras",
   "raspberry",
   "raw",
@@ -1578,7 +1737,9 @@
   "rey",
   "rge",
   "ribbon",
+  "ric",
   "rican",
+  "rip",
   "ristretto",
   "riz",
   "rk.",
@@ -1595,6 +1756,8 @@
   "rty",
   "rup",
   "rus",
+  "russian",
+  "rwandan",
   "s",
   "s'mores",
   "s's",
@@ -1602,7 +1765,9 @@
   "s.c.",
   "salted",
   "sandwhich",
+  "santos",
   "sausage",
+  "scandinavian",
   "scone",
   "sen",
   "sen.",
@@ -1666,6 +1831,8 @@
   "sub",
   "sugar",
   "sugars",
+  "sumatran",
+  "supremo",
   "sweet",
   "sweetener",
   "syrup",
@@ -1674,8 +1841,11 @@
   "t's",
   "t.",
   "ta",
+  "tal",
   "tall",
   "tar",
+  "tarrazu",
+  "tch",
   "td.",
   "tea",
   "ted",
@@ -1711,6 +1881,7 @@
   "topping",
   "toppings",
   "tor",
+  "tos",
   "tra",
   "tranquility",
   "trenta",
@@ -1723,6 +1894,8 @@
   "tti",
   "tto",
   "turkey",
+  "turkish",
+  "turmeric",
   "tvose",
   "two",
   "t\u2019s",
@@ -1753,12 +1926,15 @@
   "v_v",
   "va",
   "va.",
+  "vainilla",
   "vanilla",
   "ve",
   "venti",
   "ver",
   "veranda",
   "very",
+  "vienna",
+  "vietnamese",
   "vin",
   "vs",
   "vs.",
@@ -1766,6 +1942,7 @@
   "w's",
   "w.",
   "w/o",
+  "walnut",
   "was",
   "wash",
   "wash.",
@@ -1854,6 +2031,7 @@
   "y.",
   "yal",
   "yan",
+  "yirgacheffe",
   "yle",
   "you",
   "y\u2019",
@@ -1862,6 +2040,7 @@
   "z.",
   "zed",
   "zel",
+  "zen",
   "zle",
   "|",
   "}",