{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from conllu_generator import ConlluElement, ConlluDocument, ConlluGenerator" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import sys\n", "sys.path.insert(0,'..')\n", "import settings" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# loading ingredients:\n", "import importlib.util\n", "spec = importlib.util.spec_from_file_location(\"ingredients\", \"../\" + settings.ingredients_file)\n", "ingredients = importlib.util.module_from_spec(spec)\n", "spec.loader.exec_module(ingredients)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# load json reader\n", "from json_buffered_reader import JSON_buffered_reader as JSON_br" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* just for testing: read first 1000 recipes and convert them into conll-u format" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "n = 10\n", "\n", "buffered_reader_1M = JSON_br(\"../\" + settings.one_million_recipes_file)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "i = 0\n", "\n", "instructions = []\n", "\n", "for recipe in buffered_reader_1M:\n", " \n", " instruction = \"\"\n", " for item in recipe['instructions']:\n", " instruction += item['text'] + '\\n' \n", " \n", " instructions.append(instruction)\n", " i += 1\n", " if i >= n:\n", " break" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'Cook macaroni according to package directions; drain well. Cold. Combine macaroni, cheese cubes, celery, green pepper and pimento. Blend together mayonnaise or possibly salad dressing, vinegar, salt and dill weed; add in to macaroni mix. Toss lightly. Cover and refrigeratewell. Serve salad in lettuce lined bowl if you like. Makes 6 servings.'" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "instructions[1].replace(\"\\n\",\" \")[:-1]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "conllu_input_docs = [doc.replace(\"\\n\", \" \")[:-1] for doc in instructions]" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'Cook macaroni according to package directions; drain well. Cold. Combine macaroni, cheese cubes, celery, green pepper and pimento. Blend together mayonnaise or possibly salad dressing, vinegar, salt and dill weed; add in to macaroni mix. Toss lightly. Cover and refrigeratewell. Serve salad in lettuce lined bowl if you like. Makes 6 servings.'" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "conllu_input_docs[1]" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "cg = ConlluGenerator(conllu_input_docs, ingredients.multi_word_ingredients_stemmed)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "cg.tokenize_and_stem()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "cg.pos_tagging()" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "cg.add_misc_value_by_list(\"food_type\", \"ingredient\", [w.replace(\" \",\"_\") for w in ingredients.multi_word_ingredients_stemmed] + ingredients.ingredients_stemmed)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 Preheat preheat VERB VB _ _ _ _ _ \n", "1 the the DET DT _ _ _ _ _ \n", "2 oven oven NOUN NN _ _ _ _ _ \n", "3 to to PRT TO _ _ _ _ _ \n", "4 350 350 NUM CD _ _ _ _ _ \n", "5 F. F. NOUN NNP _ _ _ _ _ \n", "6 Butter butter NOUN NNP _ _ _ _ food_type=ingredient \n", "7 or or CONJ CC _ _ _ _ _ \n", "8 oil oil NOUN NN _ _ _ _ food_type=ingredient \n", "9 an an DET DT _ _ _ _ _ \n", "10 8-inch 8-inch ADJ JJ _ _ _ _ _ \n", "11 baking bake NOUN NN _ _ _ _ _ \n", "12 dish dish NOUN NN _ _ _ _ _ \n", "13 . . . . _ _ _ _ _ \n", "14 Cook cook VERB VB _ _ _ _ _ \n", "15 the the DET DT _ _ _ _ _ \n", "16 penne penn NOUN NN _ _ _ _ food_type=ingredient \n", "17 2 2 NUM CD _ _ _ _ _ \n", "18 minutes minut NOUN NNS _ _ _ _ _ \n", "19 less less ADV RBR _ _ _ _ _ \n", "20 than than ADP IN _ _ _ _ _ \n", "21 package packag NOUN NN _ _ _ _ _ \n", "22 directions direct NOUN NNS _ _ _ _ _ \n", "23 . . . . _ _ _ _ _ \n", "24 ( ( . ( _ _ _ _ _ \n", "25 It It PRON PRP _ _ _ _ _ \n", "26 will will VERB MD _ _ _ _ _ \n", "27 finish finish VERB VB _ _ _ _ _ \n", "28 cooking cook NOUN NN _ _ _ _ _ \n", "29 in in ADP IN _ _ _ _ _ \n", "30 the the DET DT _ _ _ _ _ \n", "31 oven oven NOUN NN _ _ _ _ _ \n", "32 . . . . _ _ _ _ _ \n", "33 ) ) . ) _ _ _ _ _ \n", "34 Rinse rins VERB VBD _ _ _ _ _ \n", "35 the the DET DT _ _ _ _ _ \n", "36 pasta pasta NOUN NN _ _ _ _ food_type=ingredient \n", "37 in in ADP IN _ _ _ _ _ \n", "38 cold_water cold_water NOUN NN _ _ _ _ food_type=ingredient \n", "39 and and CONJ CC _ _ _ _ _ \n", "40 set set VERB VB _ _ _ _ _ \n", "41 aside asid ADV RB _ _ _ _ _ \n", "42 . . . . _ _ _ _ _ \n", "43 Combine combin VERB VB _ _ _ _ _ \n", "44 the the DET DT _ _ _ _ _ \n", "45 cooked cook ADJ JJ _ _ _ _ _ \n", "46 pasta pasta NOUN NN _ _ _ _ food_type=ingredient \n", "47 and and CONJ CC _ _ _ _ _ \n", "48 the the DET DT _ _ _ _ _ \n", "49 sauce sauc NOUN NN _ _ _ _ food_type=ingredient \n", "50 in in ADP IN _ _ _ _ _ \n", "51 a a DET DT _ _ _ _ _ \n", "52 medium medium NOUN NN _ _ _ _ _ \n", "53 bowl bowl NOUN NN _ _ _ _ _ \n", "54 and and CONJ CC _ _ _ _ _ \n", "55 mix mix VERB VB _ _ _ _ _ \n", "56 carefully care ADV RB _ _ _ _ _ \n", "57 but but CONJ CC _ _ _ _ _ \n", "58 thoroughly thoroughli ADV RB _ _ _ _ _ \n", "59 . . . . _ _ _ _ _ \n", "60 Scrape scrape VERB VB _ _ _ _ _ \n", "61 the the DET DT _ _ _ _ _ \n", "62 pasta pasta NOUN NN _ _ _ _ food_type=ingredient \n", "63 into into ADP IN _ _ _ _ _ \n", "64 the the DET DT _ _ _ _ _ \n", "65 prepared prepar ADJ JJ _ _ _ _ _ \n", "66 baking bake NOUN NN _ _ _ _ _ \n", "67 dish dish NOUN NN _ _ _ _ _ \n", "68 . . . . _ _ _ _ _ \n", "69 Sprinkle sprinkl VERB VB _ _ _ _ food_type=ingredient \n", "70 the the DET DT _ _ _ _ _ \n", "71 top top ADJ JJ _ _ _ _ food_type=ingredient \n", "72 with with ADP IN _ _ _ _ _ \n", "73 the the DET DT _ _ _ _ _ \n", "74 cheeses chees NOUN NNS _ _ _ _ food_type=ingredient \n", "75 and and CONJ CC _ _ _ _ _ \n", "76 then then ADV RB _ _ _ _ _ \n", "77 the the DET DT _ _ _ _ _ \n", "78 chili_powder chili_powder NOUN NN _ _ _ _ food_type=ingredient \n", "79 . . . . _ _ _ _ _ \n", "80 Bake bake NOUN NNP _ _ _ _ _ \n", "81 , , . , _ _ _ _ _ \n", "82 uncovered uncov VERB VBD _ _ _ _ _ \n", "83 , , . , _ _ _ _ _ \n", "84 for for ADP IN _ _ _ _ _ \n", "85 20 20 NUM CD _ _ _ _ _ \n", "86 minutes minut NOUN NNS _ _ _ _ _ \n", "87 . . . . _ _ _ _ _ \n", "88 Let let VERB VB _ _ _ _ _ \n", "89 the the DET DT _ _ _ _ _ \n", "90 mac mac NOUN NN _ _ _ _ _ \n", "91 and and CONJ CC _ _ _ _ _ \n", "92 cheese chees ADJ JJ _ _ _ _ food_type=ingredient \n", "93 sit sit NOUN NN _ _ _ _ _ \n", "94 for for ADP IN _ _ _ _ _ \n", "95 5 5 NUM CD _ _ _ _ _ \n", "96 minutes minut NOUN NNS _ _ _ _ _ \n", "97 before befor ADP IN _ _ _ _ _ \n", "98 serving serv VERB VBG _ _ _ _ _ \n", "99 . . . . _ _ _ _ _ \n", "100 Melt melt NOUN NNP _ _ _ _ _ \n", "101 the the DET DT _ _ _ _ _ \n", "102 butter butter NOUN NN _ _ _ _ food_type=ingredient \n", "103 in in ADP IN _ _ _ _ _ \n", "104 a a DET DT _ _ _ _ _ \n", "105 heavy-bottomed heavy-bottom ADJ JJ _ _ _ _ _ \n", "106 saucepan saucepan NOUN NN _ _ _ _ _ \n", "107 over over ADP IN _ _ _ _ _ \n", "108 medium medium NOUN NN _ _ _ _ _ \n", "109 heat heat NOUN NN _ _ _ _ _ \n", "110 and and CONJ CC _ _ _ _ _ \n", "111 whisk whisk NOUN NN _ _ _ _ _ \n", "112 in in ADP IN _ _ _ _ _ \n", "113 the the DET DT _ _ _ _ _ \n", "114 flour flour NOUN NN _ _ _ _ food_type=ingredient \n", "115 . . . . _ _ _ _ _ \n", "116 Continue continu NOUN NNP _ _ _ _ _ \n", "117 whisking whisk VERB VBG _ _ _ _ _ \n", "118 and and CONJ CC _ _ _ _ _ \n", "119 cooking cook VERB VBG _ _ _ _ _ \n", "120 for for ADP IN _ _ _ _ _ \n", "121 2 2 NUM CD _ _ _ _ _ \n", "122 minutes minut NOUN NNS _ _ _ _ _ \n", "123 . . . . _ _ _ _ _ \n", "124 Slowly slowli ADV RB _ _ _ _ _ \n", "125 add add ADP IN _ _ _ _ _ \n", "126 the the DET DT _ _ _ _ _ \n", "127 milk milk NOUN NN _ _ _ _ food_type=ingredient \n", "128 , , . , _ _ _ _ _ \n", "129 whisking whisk VERB VBG _ _ _ _ _ \n", "130 constantly constantli ADV RB _ _ _ _ _ \n", "131 . . . . _ _ _ _ _ \n", "132 Cook cook NOUN NNP _ _ _ _ _ \n", "133 until until ADP IN _ _ _ _ _ \n", "134 the the DET DT _ _ _ _ _ \n", "135 sauce sauc NOUN NN _ _ _ _ food_type=ingredient \n", "136 thickens thicken NOUN NNS _ _ _ _ food_type=ingredient \n", "137 , , . , _ _ _ _ _ \n", "138 about about ADP IN _ _ _ _ _ \n", "139 10 10 NUM CD _ _ _ _ _ \n", "140 minutes minut NOUN NNS _ _ _ _ _ \n", "141 , , . , _ _ _ _ _ \n", "142 stirring stir VERB VBG _ _ _ _ _ \n", "143 frequently frequent ADV RB _ _ _ _ _ \n", "144 . . . . _ _ _ _ _ \n", "145 Remove remov VERB VB _ _ _ _ _ \n", "146 from from ADP IN _ _ _ _ _ \n", "147 the the DET DT _ _ _ _ _ \n", "148 heat heat NOUN NN _ _ _ _ _ \n", "149 . . . . _ _ _ _ _ \n", "150 Add add VERB VB _ _ _ _ _ \n", "151 the the DET DT _ _ _ _ _ \n", "152 cheeses chees NOUN NNS _ _ _ _ food_type=ingredient \n", "153 , , . , _ _ _ _ _ \n", "154 salt salt NOUN NN _ _ _ _ food_type=ingredient \n", "155 , , . , _ _ _ _ _ \n", "156 chili_powder chili_powder NOUN NN _ _ _ _ food_type=ingredient \n", "157 , , . , _ _ _ _ _ \n", "158 and and CONJ CC _ _ _ _ _ \n", "159 garlic_powder garlic_powder NOUN NN _ _ _ _ food_type=ingredient \n", "160 . . . . _ _ _ _ _ \n", "161 Stir stir NOUN NNP _ _ _ _ _ \n", "162 until until ADP IN _ _ _ _ _ \n", "163 the the DET DT _ _ _ _ _ \n", "164 cheese chees NOUN NN _ _ _ _ food_type=ingredient \n", "165 is is VERB VBZ _ _ _ _ _ \n", "166 melted melt VERB VBN _ _ _ _ _ \n", "167 and and CONJ CC _ _ _ _ _ \n", "168 all all DET DT _ _ _ _ _ \n", "169 ingredients ingredi NOUN NNS _ _ _ _ _ \n", "170 are are VERB VBP _ _ _ _ _ \n", "171 incorporated incorpor VERB VBN _ _ _ _ _ \n", "172 , , . , _ _ _ _ _ \n", "173 about about ADP IN _ _ _ _ _ \n", "174 3 3 NUM CD _ _ _ _ _ \n", "175 minutes minut NOUN NNS _ _ _ _ _ \n", "176 . . . . _ _ _ _ _ \n", "177 Use use NOUN NNP _ _ _ _ _ \n", "178 immediately immedi ADV RB _ _ _ _ _ \n", "179 , , . , _ _ _ _ _ \n", "180 or or CONJ CC _ _ _ _ _ \n", "181 refrigerate refriger NOUN NN _ _ _ _ _ \n", "182 for for ADP IN _ _ _ _ _ \n", "183 up up ADP IN _ _ _ _ _ \n", "184 to to PRT TO _ _ _ _ _ \n", "185 3 3 NUM CD _ _ _ _ _ \n", "186 days day NOUN NNS _ _ _ _ _ \n", "187 . . . . _ _ _ _ _ \n", "188 This thi DET DT _ _ _ _ _ \n", "189 sauce sauc NOUN NN _ _ _ _ food_type=ingredient \n", "190 reheats reheat VERB VBZ _ _ _ _ _ \n", "191 nicely nice ADV RB _ _ _ _ _ \n", "192 on on ADP IN _ _ _ _ _ \n", "193 the the DET DT _ _ _ _ _ \n", "194 stove stove NOUN NN _ _ _ _ _ \n", "195 in in ADP IN _ _ _ _ _ \n", "196 a a DET DT _ _ _ _ _ \n", "197 saucepan saucepan NOUN NN _ _ _ _ _ \n", "198 over over ADP IN _ _ _ _ _ \n", "199 low low ADJ JJ _ _ _ _ _ \n", "200 heat heat NOUN NN _ _ _ _ _ \n", "201 . . . . _ _ _ _ _ \n", "202 Stir stir NOUN NNP _ _ _ _ _ \n", "203 frequently frequent ADV RB _ _ _ _ _ \n", "204 so so ADP IN _ _ _ _ _ \n", "205 the the DET DT _ _ _ _ _ \n", "206 sauce sauc NOUN NN _ _ _ _ food_type=ingredient \n", "207 doesnt doesnt NOUN NN _ _ _ _ _ \n", "208 scorch scorch NOUN NN _ _ _ _ _ \n", "209 . . . . _ _ _ _ _ \n", "210 This thi DET DT _ _ _ _ _ \n", "211 recipe recip NOUN NN _ _ _ _ _ \n", "212 can can VERB MD _ _ _ _ _ \n", "213 be be VERB VB _ _ _ _ _ \n", "214 assembled assembl VERB VBN _ _ _ _ _ \n", "215 before befor ADP IN _ _ _ _ _ \n", "216 baking bake NOUN NN _ _ _ _ _ \n", "217 and and CONJ CC _ _ _ _ _ \n", "218 frozen frozen NOUN NN _ _ _ _ _ \n", "219 for for ADP IN _ _ _ _ _ \n", "220 up up ADP IN _ _ _ _ _ \n", "221 to to PRT TO _ _ _ _ _ \n", "222 3 3 NUM CD _ _ _ _ _ \n", "223 monthsjust monthsjust NOUN NN _ _ _ _ _ \n", "224 be be VERB VB _ _ _ _ _ \n", "225 sure sure ADJ JJ _ _ _ _ _ \n", "226 to to PRT TO _ _ _ _ _ \n", "227 use use VERB VB _ _ _ _ _ \n", "228 a a DET DT _ _ _ _ _ \n", "229 freezer-to-oven freezer-to-oven ADJ JJ _ _ _ _ _ \n", "230 pan pan NOUN NN _ _ _ _ _ \n", "231 and and CONJ CC _ _ _ _ _ \n", "232 increase increas VERB VB _ _ _ _ _ \n", "233 the the DET DT _ _ _ _ _ \n", "234 baking bake ADJ JJ _ _ _ _ _ \n", "235 time time NOUN NN _ _ _ _ _ \n", "236 to to PRT TO _ _ _ _ _ \n", "237 50 50 NUM CD _ _ _ _ _ \n", "238 minutes minut NOUN NNS _ _ _ _ _ \n", "239 . . . . _ _ _ _ _ \n", "240 One-half one-half ADJ JJ _ _ _ _ _ \n", "241 teaspoon teaspoon NOUN NN _ _ _ _ _ \n", "242 of of ADP IN _ _ _ _ _ \n", "243 chipotle chipotl ADJ JJ _ _ _ _ food_type=ingredient \n", "244 chili_powder chili_powder NOUN NN _ _ _ _ food_type=ingredient \n", "245 makes make VERB VBZ _ _ _ _ _ \n", "246 a a DET DT _ _ _ _ _ \n", "247 spicy spici NOUN NN _ _ _ _ _ \n", "248 mac mac NOUN NN _ _ _ _ _ \n", "249 , , . , _ _ _ _ _ \n", "250 so so ADV RB _ _ _ _ _ \n", "251 make make ADJ JJ _ _ _ _ _ \n", "252 sure sure ADJ JJ _ _ _ _ _ \n", "253 your your PRON PRP$ _ _ _ _ _ \n", "254 family famili NOUN NN _ _ _ _ _ \n", "255 and and CONJ CC _ _ _ _ _ \n", "256 friends friend NOUN NNS _ _ _ _ _ \n", "257 can can VERB MD _ _ _ _ _ \n", "258 handle handl VERB VB _ _ _ _ _ \n", "259 it it PRON PRP _ _ _ _ _ \n", "260 ! ! . . _ _ _ _ _ \n", "261 The the DET DT _ _ _ _ _ \n", "262 proportion proport NOUN NN _ _ _ _ _ \n", "263 of of ADP IN _ _ _ _ _ \n", "264 pasta pasta NOUN NN _ _ _ _ food_type=ingredient \n", "265 to to PRT TO _ _ _ _ _ \n", "266 cheese_sauce chees_sauc VERB VB _ _ _ _ food_type=ingredient \n", "267 is is VERB VBZ _ _ _ _ _ \n", "268 crucial crucial ADJ JJ _ _ _ _ _ \n", "269 to to PRT TO _ _ _ _ _ \n", "270 the the DET DT _ _ _ _ _ \n", "271 success success NOUN NN _ _ _ _ _ \n", "272 of of ADP IN _ _ _ _ _ \n", "273 the the DET DT _ _ _ _ _ \n", "274 dish dish NOUN NN _ _ _ _ _ \n", "275 . . . . _ _ _ _ _ \n", "276 It It PRON PRP _ _ _ _ _ \n", "277 will will VERB MD _ _ _ _ _ \n", "278 look look VERB VB _ _ _ _ _ \n", "279 like like ADP IN _ _ _ _ _ \n", "280 a a DET DT _ _ _ _ _ \n", "281 lot lot NOUN NN _ _ _ _ _ \n", "282 of of ADP IN _ _ _ _ _ \n", "283 sauce sauc NOUN NN _ _ _ _ food_type=ingredient \n", "284 for for ADP IN _ _ _ _ _ \n", "285 the the DET DT _ _ _ _ _ \n", "286 pasta pasta NOUN NN _ _ _ _ food_type=ingredient \n", "287 , , . , _ _ _ _ _ \n", "288 but but CONJ CC _ _ _ _ _ \n", "289 some some DET DT _ _ _ _ _ \n", "290 of of ADP IN _ _ _ _ _ \n", "291 the the DET DT _ _ _ _ _ \n", "292 liquid liquid NOUN NN _ _ _ _ food_type=ingredient \n", "293 will will VERB MD _ _ _ _ _ \n", "294 be be VERB VB _ _ _ _ _ \n", "295 absorbed absorb VERB VBN _ _ _ _ _ \n", "296 . . . . _ _ _ _ _ \n", "\n", "\n", "0 Cook cook NOUN NNP _ _ _ _ _ \n", "1 macaroni macaroni NOUN NN _ _ _ _ food_type=ingredient \n", "2 according accord VERB VBG _ _ _ _ _ \n", "3 to to PRT TO _ _ _ _ _ \n", "4 package packag NOUN NN _ _ _ _ _ \n", "5 directions direct NOUN NNS _ _ _ _ _ \n", "6 ; ; . : _ _ _ _ _ \n", "7 drain drain ADV RB _ _ _ _ _ \n", "8 well well ADV RB _ _ _ _ _ \n", "9 . . . . _ _ _ _ _ \n", "10 Cold cold NOUN NNP _ _ _ _ _ \n", "11 . . . . _ _ _ _ _ \n", "12 Combine combin NOUN NNP _ _ _ _ _ \n", "13 macaroni macaroni NOUN NN _ _ _ _ food_type=ingredient \n", "14 , , . , _ _ _ _ _ \n", "15 cheese_cubes chees_cube NOUN NNS _ _ _ _ food_type=ingredient \n", "16 , , . , _ _ _ _ _ \n", "17 celery celeri NOUN NN _ _ _ _ food_type=ingredient \n", "18 , , . , _ _ _ _ _ \n", "19 green_pepper green_pepper NOUN NN _ _ _ _ food_type=ingredient \n", "20 and and CONJ CC _ _ _ _ _ \n", "21 pimento pimento NOUN NN _ _ _ _ food_type=ingredient \n", "22 . . . . _ _ _ _ _ \n", "23 Blend blend VERB VB _ _ _ _ _ \n", "24 together togeth ADV RB _ _ _ _ _ \n", "25 mayonnaise mayonnais NOUN NN _ _ _ _ _ \n", "26 or or CONJ CC _ _ _ _ _ \n", "27 possibly possibl ADV RB _ _ _ _ _ \n", "28 salad_dressing salad_dress VERB VBG _ _ _ _ food_type=ingredient \n", "29 , , . , _ _ _ _ _ \n", "30 vinegar vinegar NOUN NN _ _ _ _ food_type=ingredient \n", "31 , , . , _ _ _ _ _ \n", "32 salt salt NOUN NN _ _ _ _ food_type=ingredient \n", "33 and and CONJ CC _ _ _ _ _ \n", "34 dill_weed dill_weed NOUN NN _ _ _ _ food_type=ingredient \n", "35 ; ; . : _ _ _ _ _ \n", "36 add add VERB VB _ _ _ _ _ \n", "37 in in ADP IN _ _ _ _ _ \n", "38 to to PRT TO _ _ _ _ _ \n", "39 macaroni macaroni VERB VB _ _ _ _ food_type=ingredient \n", "40 mix mix NOUN NN _ _ _ _ _ \n", "41 . . . . _ _ _ _ _ \n", "42 Toss toss NOUN NNP _ _ _ _ _ \n", "43 lightly lightli ADV RB _ _ _ _ _ \n", "44 . . . . _ _ _ _ _ \n", "45 Cover cover NOUN NNP _ _ _ _ _ \n", "46 and and CONJ CC _ _ _ _ _ \n", "47 refrigeratewell refrigeratewel VERB VB _ _ _ _ _ \n", "48 . . . . _ _ _ _ _ \n", "49 Serve serv NOUN NNP _ _ _ _ _ \n", "50 salad salad NOUN NN _ _ _ _ food_type=ingredient \n", "51 in in ADP IN _ _ _ _ _ \n", "52 lettuce lettuc NOUN NN _ _ _ _ food_type=ingredient \n", "53 lined line VERB VBN _ _ _ _ _ \n", "54 bowl bowl ADP IN _ _ _ _ _ \n", "55 if if ADP IN _ _ _ _ _ \n", "56 you you PRON PRP _ _ _ _ _ \n", "57 like like VERB VBP _ _ _ _ _ \n", "58 . . . . _ _ _ _ _ \n", "59 Makes make NOUN NNP _ _ _ _ _ \n", "60 6 6 NUM CD _ _ _ _ _ \n", "61 servings serv NOUN NNS _ _ _ _ _ \n", "62 . . . . _ _ _ _ _ \n", "\n", "\n", "0 Add add ADP IN _ _ _ _ _ \n", "1 the the DET DT _ _ _ _ _ \n", "2 tomatoes tomato NOUN NNS _ _ _ _ food_type=ingredient \n", "3 to to PRT TO _ _ _ _ _ \n", "4 a a DET DT _ _ _ _ _ \n", "5 food food NOUN NN _ _ _ _ _ \n", "6 processor processor NOUN NN _ _ _ _ _ \n", "7 with with ADP IN _ _ _ _ _ \n", "8 a a DET DT _ _ _ _ _ \n", "9 pinch pinch NOUN NN _ _ _ _ _ \n", "10 of of ADP IN _ _ _ _ _ \n", "11 salt salt NOUN NN _ _ _ _ food_type=ingredient \n", "12 and and CONJ CC _ _ _ _ _ \n", "13 puree pure NOUN NN _ _ _ _ _ \n", "14 until until ADP IN _ _ _ _ _ \n", "15 smooth smooth ADJ JJ _ _ _ _ _ \n", "16 . . . . _ _ _ _ _ \n", "17 Combine combin VERB VB _ _ _ _ _ \n", "18 the the DET DT _ _ _ _ _ \n", "19 onions onion NOUN NNS _ _ _ _ food_type=ingredient \n", "20 , , . , _ _ _ _ _ \n", "21 bell_peppers bell_pepper NOUN NNS _ _ _ _ food_type=ingredient \n", "22 and and CONJ CC _ _ _ _ _ \n", "23 cucumbers cucumb NOUN NNS _ _ _ _ food_type=ingredient \n", "24 with with ADP IN _ _ _ _ _ \n", "25 the the DET DT _ _ _ _ _ \n", "26 tomato tomato NOUN NN _ _ _ _ food_type=ingredient \n", "27 puree pure NOUN NN _ _ _ _ _ \n", "28 in in ADP IN _ _ _ _ _ \n", "29 a a DET DT _ _ _ _ _ \n", "30 large larg ADJ JJ _ _ _ _ _ \n", "31 bowl bowl NOUN NN _ _ _ _ _ \n", "32 . . . . _ _ _ _ _ \n", "33 Chill chill NOUN NNP _ _ _ _ _ \n", "34 at at ADP IN _ _ _ _ _ \n", "35 least least ADJ JJS _ _ _ _ _ \n", "36 1 1 NUM CD _ _ _ _ _ \n", "37 hour hour NOUN NN _ _ _ _ _ \n", "38 . . . . _ _ _ _ _ \n", "39 Drizzle drizzl NOUN NNP _ _ _ _ _ \n", "40 with with ADP IN _ _ _ _ _ \n", "41 olive_oil oliv_oil NOUN NN _ _ _ _ food_type=ingredient \n", "42 , , . , _ _ _ _ _ \n", "43 garnish garnish ADJ JJ _ _ _ _ food_type=ingredient \n", "44 with with ADP IN _ _ _ _ _ \n", "45 chopped chop ADJ JJ _ _ _ _ _ \n", "46 basil basil NOUN NN _ _ _ _ food_type=ingredient \n", "47 and and CONJ CC _ _ _ _ _ \n", "48 serve serv NOUN NN _ _ _ _ _ \n", "49 . . . . _ _ _ _ _ \n", "\n", "\n", "0 Preheat preheat NOUN NNP _ _ _ _ _ \n", "1 oven oven PRON PRP _ _ _ _ _ \n", "2 to to PRT TO _ _ _ _ _ \n", "3 350 350 NUM CD _ _ _ _ _ \n", "4 degrees degre NOUN NNS _ _ _ _ _ \n", "5 Fahrenheit fahrenheit NOUN NNP _ _ _ _ _ \n", "6 . . . . _ _ _ _ _ \n", "7 Spray spray NOUN NNP _ _ _ _ _ \n", "8 pan pan NOUN NN _ _ _ _ _ \n", "9 with with ADP IN _ _ _ _ _ \n", "10 non non ADJ JJ _ _ _ _ _ \n", "11 stick stick ADJ JJ _ _ _ _ _ \n", "12 cooking_spray cook_spray NOUN NN _ _ _ _ food_type=ingredient \n", "13 . . . . _ _ _ _ _ \n", "14 Heat heat NOUN NNP _ _ _ _ _ \n", "15 milk milk NOUN NN _ _ _ _ food_type=ingredient \n", "16 , , . , _ _ _ _ _ \n", "17 water water NOUN NN _ _ _ _ food_type=ingredient \n", "18 and and CONJ CC _ _ _ _ _ \n", "19 butter butter NOUN NN _ _ _ _ food_type=ingredient \n", "20 to to PRT TO _ _ _ _ _ \n", "21 boiling boil NOUN NN _ _ _ _ _ \n", "22 ; ; . : _ _ _ _ _ \n", "23 stir stir NOUN NN _ _ _ _ _ \n", "24 in in ADP IN _ _ _ _ _ \n", "25 contents content NOUN NNS _ _ _ _ _ \n", "26 of of ADP IN _ _ _ _ _ \n", "27 both both DET DT _ _ _ _ _ \n", "28 pouches pouch NOUN NNS _ _ _ _ _ \n", "29 of of ADP IN _ _ _ _ _ \n", "30 potatoes potato NOUN NNS _ _ _ _ food_type=ingredient \n", "31 ; ; . : _ _ _ _ _ \n", "32 let let CONJ CC _ _ _ _ _ \n", "33 stand stand VERB VB _ _ _ _ _ \n", "34 one one NUM CD _ _ _ _ _ \n", "35 minute minut NOUN NN _ _ _ _ _ \n", "36 . . . . _ _ _ _ _ \n", "37 Stir stir NOUN NNP _ _ _ _ _ \n", "38 in in ADP IN _ _ _ _ _ \n", "39 corn corn NOUN NN _ _ _ _ food_type=ingredient \n", "40 . . . . _ _ _ _ _ \n", "41 Spoon spoon NOUN NNP _ _ _ _ _ \n", "42 half half DET PDT _ _ _ _ _ \n", "43 the the DET DT _ _ _ _ _ \n", "44 potato potato NOUN NN _ _ _ _ food_type=ingredient \n", "45 mixture mixtur NOUN NN _ _ _ _ _ \n", "46 in in ADP IN _ _ _ _ _ \n", "47 pan pan NOUN NN _ _ _ _ _ \n", "48 . . . . _ _ _ _ _ \n", "49 Sprinkle sprinkl NOUN NNP _ _ _ _ food_type=ingredient \n", "50 half half ADJ JJ _ _ _ _ _ \n", "51 each each DET DT _ _ _ _ _ \n", "52 of of ADP IN _ _ _ _ _ \n", "53 cheese chees NOUN NN _ _ _ _ food_type=ingredient \n", "54 and and CONJ CC _ _ _ _ _ \n", "55 onions onion NOUN NNS _ _ _ _ food_type=ingredient \n", "56 ; ; . : _ _ _ _ _ \n", "57 top top ADJ JJ _ _ _ _ food_type=ingredient \n", "58 with with ADP IN _ _ _ _ _ \n", "59 remaining remain VERB VBG _ _ _ _ _ \n", "60 potatoes potato NOUN NNS _ _ _ _ food_type=ingredient \n", "61 . . . . _ _ _ _ _ \n", "62 Sprinkle sprinkl NOUN NNP _ _ _ _ food_type=ingredient \n", "63 with with ADP IN _ _ _ _ _ \n", "64 remaining remain VERB VBG _ _ _ _ _ \n", "65 cheese chees ADJ JJ _ _ _ _ food_type=ingredient \n", "66 and and CONJ CC _ _ _ _ _ \n", "67 onions onion NOUN NNS _ _ _ _ food_type=ingredient \n", "68 . . . . _ _ _ _ _ \n", "69 Bake bake VERB VB _ _ _ _ _ \n", "70 10 10 NUM CD _ _ _ _ _ \n", "71 to to PRT TO _ _ _ _ _ \n", "72 15 15 NUM CD _ _ _ _ _ \n", "73 minutes minut NOUN NNS _ _ _ _ _ \n", "74 until until ADP IN _ _ _ _ _ \n", "75 cheese chees NOUN NN _ _ _ _ food_type=ingredient \n", "76 is is VERB VBZ _ _ _ _ _ \n", "77 melted melt VERB VBN _ _ _ _ _ \n", "78 . . . . _ _ _ _ _ \n", "79 Enjoy enjoy NOUN NN _ _ _ _ _ \n", "80 ! ! . . _ _ _ _ _ \n", "\n", "\n", "0 Dissolve dissolv NOUN NNP _ _ _ _ _ \n", "1 Jello jello NOUN NNP _ _ _ _ food_type=ingredient \n", "2 in in ADP IN _ _ _ _ _ \n", "3 boiling_water boil_water NOUN NN _ _ _ _ food_type=ingredient \n", "4 . . . . _ _ _ _ _ \n", "5 Allow allow VERB VB _ _ _ _ _ \n", "6 to to PRT TO _ _ _ _ _ \n", "7 cool cool VERB VB _ _ _ _ _ \n", "8 to to PRT TO _ _ _ _ _ \n", "9 room room NOUN NN _ _ _ _ _ \n", "10 temp temp NOUN NN _ _ _ _ _ \n", "11 . . . . _ _ _ _ _ \n", "12 Whisk whisk NOUN NNP _ _ _ _ _ \n", "13 in in ADP IN _ _ _ _ _ \n", "14 Cool_Whip cool_whip NOUN NNP _ _ _ _ food_type=ingredient \n", "15 . . . . _ _ _ _ _ \n", "16 Fold fold NOUN NNP _ _ _ _ _ \n", "17 in in ADP IN _ _ _ _ _ \n", "18 watermelon watermelon NOUN NN _ _ _ _ food_type=ingredient \n", "19 . . . . _ _ _ _ _ \n", "20 Spoon spoon NOUN NNP _ _ _ _ _ \n", "21 into into ADP IN _ _ _ _ _ \n", "22 crust crust NOUN NN _ _ _ _ food_type=ingredient \n", "23 . . . . _ _ _ _ _ \n", "24 Chill chill NOUN NNP _ _ _ _ _ \n", "25 for for ADP IN _ _ _ _ _ \n", "26 2-3 2-3 ADJ JJ _ _ _ _ _ \n", "27 hours hour NOUN NNS _ _ _ _ _ \n", "28 or or CONJ CC _ _ _ _ _ \n", "29 overnight overnight ADJ JJ _ _ _ _ _ \n", "30 . . . . _ _ _ _ _ \n", "31 Yum yum NOUN NN _ _ _ _ _ \n", "32 ! ! . . _ _ _ _ _ \n", "\n", "\n", "0 In In ADP IN _ _ _ _ _ \n", "1 a a DET DT _ _ _ _ _ \n", "2 large larg ADJ JJ _ _ _ _ _ \n", "3 skillet skillet NOUN NN _ _ _ _ _ \n", "4 , , . , _ _ _ _ _ \n", "5 toast toast ADP IN _ _ _ _ food_type=ingredient \n", "6 the the DET DT _ _ _ _ _ \n", "7 coconut coconut NOUN NN _ _ _ _ food_type=ingredient \n", "8 over over ADP IN _ _ _ _ _ \n", "9 medium medium NOUN NN _ _ _ _ _ \n", "10 heat heat NOUN NN _ _ _ _ _ \n", "11 , , . , _ _ _ _ _ \n", "12 until until ADP IN _ _ _ _ _ \n", "13 golden golden ADJ JJ _ _ _ _ _ \n", "14 and and CONJ CC _ _ _ _ _ \n", "15 crisp crisp NOUN NN _ _ _ _ food_type=ingredient \n", "16 ; ; . : _ _ _ _ _ \n", "17 set set VERB VBN _ _ _ _ _ \n", "18 aside asid ADV RB _ _ _ _ _ \n", "19 . . . . _ _ _ _ _ \n", "20 Brown brown NOUN NNP _ _ _ _ food_type=ingredient \n", "21 ground_beef ground_beef NOUN NN _ _ _ _ food_type=ingredient \n", "22 and and CONJ CC _ _ _ _ _ \n", "23 garlic garlic NOUN NN _ _ _ _ food_type=ingredient \n", "24 in in ADP IN _ _ _ _ _ \n", "25 the the DET DT _ _ _ _ _ \n", "26 same same ADJ JJ _ _ _ _ _ \n", "27 skillet skillet NOUN NN _ _ _ _ _ \n", "28 ; ; . : _ _ _ _ _ \n", "29 drain drain NOUN NN _ _ _ _ _ \n", "30 well well ADV RB _ _ _ _ _ \n", "31 . . . . _ _ _ _ _ \n", "32 Add add NOUN NNP _ _ _ _ _ \n", "33 salt salt NOUN NN _ _ _ _ food_type=ingredient \n", "34 , , . , _ _ _ _ _ \n", "35 pepper pepper ADJ JJ _ _ _ _ food_type=ingredient \n", "36 lemon_juice lemon_juic NOUN NN _ _ _ _ food_type=ingredient \n", "37 and and CONJ CC _ _ _ _ _ \n", "38 soy_sauce soy_sauc NOUN NN _ _ _ _ food_type=ingredient \n", "39 . . . . _ _ _ _ _ \n", "40 In In ADP IN _ _ _ _ _ \n", "41 a a DET DT _ _ _ _ _ \n", "42 small small ADJ JJ _ _ _ _ _ \n", "43 bowl bowl NOUN NN _ _ _ _ _ \n", "44 combine combin VERB VBP _ _ _ _ _ \n", "45 the the DET DT _ _ _ _ _ \n", "46 cornstarch cornstarch NOUN NN _ _ _ _ _ \n", "47 with with ADP IN _ _ _ _ _ \n", "48 reserved reserv ADJ JJ _ _ _ _ _ \n", "49 pineapple pineappl NOUN NN _ _ _ _ food_type=ingredient \n", "50 and and CONJ CC _ _ _ _ _ \n", "51 mandarin_orange mandarin_orang NOUN NN _ _ _ _ food_type=ingredient \n", "52 liquids liquid NOUN NNS _ _ _ _ food_type=ingredient \n", "53 ; ; . : _ _ _ _ _ \n", "54 stir stir ADV RB _ _ _ _ _ \n", "55 well well ADV RB _ _ _ _ _ \n", "56 until until ADP IN _ _ _ _ _ \n", "57 smooth smooth ADJ JJ _ _ _ _ _ \n", "58 then then ADV RB _ _ _ _ _ \n", "59 add add VERB VB _ _ _ _ _ \n", "60 to to PRT TO _ _ _ _ _ \n", "61 ground_beef ground_beef VERB VB _ _ _ _ food_type=ingredient \n", "62 and and CONJ CC _ _ _ _ _ \n", "63 cook cook VERB VB _ _ _ _ _ \n", "64 over over PRT RP _ _ _ _ _ \n", "65 medium medium NOUN NN _ _ _ _ _ \n", "66 heat heat NOUN NN _ _ _ _ _ \n", "67 for for ADP IN _ _ _ _ _ \n", "68 5 5 NUM CD _ _ _ _ _ \n", "69 mins min NOUN NNS _ _ _ _ food_type=ingredient \n", "70 , , . , _ _ _ _ _ \n", "71 stirring stir VERB VBG _ _ _ _ _ \n", "72 constantly constantli ADV RB _ _ _ _ _ \n", "73 , , . , _ _ _ _ _ \n", "74 until until ADP IN _ _ _ _ _ \n", "75 mixture mixtur NOUN NN _ _ _ _ _ \n", "76 is is VERB VBZ _ _ _ _ _ \n", "77 thickened thicken VERB VBN _ _ _ _ food_type=ingredient \n", "78 . . . . _ _ _ _ _ \n", "79 Stir stir NOUN NNP _ _ _ _ _ \n", "80 in in ADP IN _ _ _ _ _ \n", "81 the the DET DT _ _ _ _ _ \n", "82 pineapple pineappl NOUN NN _ _ _ _ food_type=ingredient \n", "83 and and CONJ CC _ _ _ _ _ \n", "84 mandarin_oranges mandarin_orang NOUN NNS _ _ _ _ food_type=ingredient \n", "85 ; ; . : _ _ _ _ _ \n", "86 cook cook VERB VB _ _ _ _ _ \n", "87 2-3 2-3 ADJ JJ _ _ _ _ _ \n", "88 mins min NOUN NNS _ _ _ _ food_type=ingredient \n", "89 , , . , _ _ _ _ _ \n", "90 or or CONJ CC _ _ _ _ _ \n", "91 until until ADP IN _ _ _ _ _ \n", "92 thoroughly thoroughli ADV RB _ _ _ _ _ \n", "93 heated heat VERB VBN _ _ _ _ _ \n", "94 . . . . _ _ _ _ _ \n", "95 Serve serv NOUN NNP _ _ _ _ _ \n", "96 over over ADP IN _ _ _ _ _ \n", "97 noodles noodl NOUN NNS _ _ _ _ food_type=ingredient \n", "98 or or CONJ CC _ _ _ _ _ \n", "99 rice rice NOUN NN _ _ _ _ food_type=ingredient \n", "100 , , . , _ _ _ _ _ \n", "101 and and CONJ CC _ _ _ _ _ \n", "102 sprinkle sprinkl NOUN NN _ _ _ _ food_type=ingredient \n", "103 with with ADP IN _ _ _ _ _ \n", "104 more more ADJ JJR _ _ _ _ _ \n", "105 toasted_coconut toast_coconut NOUN NN _ _ _ _ food_type=ingredient \n", "106 and and CONJ CC _ _ _ _ _ \n", "107 cashew_nuts cashew_nut NOUN NNS _ _ _ _ food_type=ingredient \n", "108 . . . . _ _ _ _ _ \n", "\n", "\n", "0 Pierce pierc VERB VB _ _ _ _ _ \n", "1 the the DET DT _ _ _ _ _ \n", "2 skin skin NOUN NN _ _ _ _ _ \n", "3 of of ADP IN _ _ _ _ _ \n", "4 the the DET DT _ _ _ _ _ \n", "5 chicken chicken NOUN NN _ _ _ _ food_type=ingredient \n", "6 with with ADP IN _ _ _ _ _ \n", "7 a a DET DT _ _ _ _ _ \n", "8 fork fork NOUN NN _ _ _ _ _ \n", "9 or or CONJ CC _ _ _ _ _ \n", "10 knife knife NOUN NN _ _ _ _ _ \n", "11 . . . . _ _ _ _ _ \n", "12 Sprinkle sprinkl NOUN NNP _ _ _ _ food_type=ingredient \n", "13 with with ADP IN _ _ _ _ _ \n", "14 kombu kombu NOUN NNP _ _ _ _ _ \n", "15 tea tea NOUN NN _ _ _ _ food_type=ingredient \n", "16 evenly evenli ADV RB _ _ _ _ _ \n", "17 on on ADP IN _ _ _ _ _ \n", "18 both both DET DT _ _ _ _ _ \n", "19 sides side NOUN NNS _ _ _ _ _ \n", "20 of of ADP IN _ _ _ _ _ \n", "21 the the DET DT _ _ _ _ _ \n", "22 chicken chicken NOUN NN _ _ _ _ food_type=ingredient \n", "23 , , . , _ _ _ _ _ \n", "24 about about ADV RB _ _ _ _ _ \n", "25 1 1 NUM CD _ _ _ _ _ \n", "26 teaspoon teaspoon NOUN NN _ _ _ _ _ \n", "27 per per ADP IN _ _ _ _ _ \n", "28 chicken_thigh chicken_thigh NOUN NN _ _ _ _ food_type=ingredient \n", "29 . . . . _ _ _ _ _ \n", "30 Brown brown NOUN NNP _ _ _ _ food_type=ingredient \n", "31 the the DET DT _ _ _ _ _ \n", "32 skin skin ADJ JJ _ _ _ _ _ \n", "33 side side NOUN NN _ _ _ _ _ \n", "34 of of ADP IN _ _ _ _ _ \n", "35 the the DET DT _ _ _ _ _ \n", "36 chicken chicken NOUN NN _ _ _ _ food_type=ingredient \n", "37 first first ADV RB _ _ _ _ _ \n", "38 over over ADV RB _ _ _ _ _ \n", "39 high high ADJ JJ _ _ _ _ _ \n", "40 heat heat NOUN NN _ _ _ _ _ \n", "41 until until ADP IN _ _ _ _ _ \n", "42 golden golden ADJ JJ _ _ _ _ _ \n", "43 brown brown NOUN NN _ _ _ _ food_type=ingredient \n", "44 . . . . _ _ _ _ _ \n", "45 Sprinkle sprinkl CONJ CC _ _ _ _ food_type=ingredient \n", "46 some some DET DT _ _ _ _ _ \n", "47 pepper pepper NOUN NN _ _ _ _ food_type=ingredient \n", "48 on on ADP IN _ _ _ _ _ \n", "49 the the DET DT _ _ _ _ _ \n", "50 meat meat NOUN NN _ _ _ _ food_type=ingredient \n", "51 just just ADV RB _ _ _ _ _ \n", "52 before befor ADV RB _ _ _ _ _ \n", "53 flipping flip VERB VBG _ _ _ _ _ \n", "54 over over PRT RP _ _ _ _ _ \n", "55 . . . . _ _ _ _ _ \n", "56 Then then ADV RB _ _ _ _ _ \n", "57 brown brown ADP IN _ _ _ _ food_type=ingredient \n", "58 the the DET DT _ _ _ _ _ \n", "59 other other ADJ JJ _ _ _ _ food_type=ingredient \n", "60 side side NOUN NN _ _ _ _ _ \n", "61 until until ADP IN _ _ _ _ _ \n", "62 golden golden ADJ JJ _ _ _ _ _ \n", "63 brown brown NOUN NN _ _ _ _ food_type=ingredient \n", "64 . . . . _ _ _ _ _ \n", "\n", "\n", "0 Put put NOUN NN _ _ _ _ _ \n", "1 ingredients ingredi NOUN NNS _ _ _ _ _ \n", "2 in in ADP IN _ _ _ _ _ \n", "3 a a DET DT _ _ _ _ _ \n", "4 buttered butter ADJ JJ _ _ _ _ food_type=ingredient \n", "5 9 9 NUM CD _ _ _ _ _ \n", "6 x x ADJ JJ _ _ _ _ _ \n", "7 12 12 NUM CD _ _ _ _ _ \n", "8 x x ADJ JJ _ _ _ _ _ \n", "9 2-inch 2-inch ADJ JJ _ _ _ _ _ \n", "10 pan pan NOUN NN _ _ _ _ _ \n", "11 in in ADP IN _ _ _ _ _ \n", "12 even even ADJ JJ _ _ _ _ _ \n", "13 layers layer NOUN NNS _ _ _ _ _ \n", "14 in in ADP IN _ _ _ _ _ \n", "15 the the DET DT _ _ _ _ _ \n", "16 order order NOUN NN _ _ _ _ _ \n", "17 that that ADP IN _ _ _ _ _ \n", "18 they they PRON PRP _ _ _ _ _ \n", "19 are are VERB VBP _ _ _ _ _ \n", "20 given given VERB VBN _ _ _ _ _ \n", "21 - - . : _ _ _ _ _ \n", "22 DO DO NOUN NNP _ _ _ _ _ \n", "23 NOT not NOUN NNP _ _ _ _ _ \n", "24 MIX mix NOUN NNP _ _ _ _ _ \n", "25 . . . . _ _ _ _ _ \n", "26 Bake bake NOUN NNP _ _ _ _ _ \n", "27 in in ADP IN _ _ _ _ _ \n", "28 a a DET DT _ _ _ _ _ \n", "29 350 350 NUM CD _ _ _ _ _ \n", "30 oven oven NOUN NN _ _ _ _ _ \n", "31 for for ADP IN _ _ _ _ _ \n", "32 1 1 NUM CD _ _ _ _ _ \n", "33 hour hour NOUN NN _ _ _ _ _ \n", "34 . . . . _ _ _ _ _ \n", "\n", "\n", "0 Layer layer NOUN NNP _ _ _ _ _ \n", "1 all all DET DT _ _ _ _ _ \n", "2 ingredients ingredi NOUN NNS _ _ _ _ _ \n", "3 in in ADP IN _ _ _ _ _ \n", "4 a a DET DT _ _ _ _ _ \n", "5 serving serv ADJ JJ _ _ _ _ _ \n", "6 dish dish NOUN NN _ _ _ _ _ \n", "7 . . . . _ _ _ _ _ \n", "\n", "\n", "0 Sift sift NOUN NNP _ _ _ _ _ \n", "1 dry dri ADJ JJ _ _ _ _ _ \n", "2 ingredients ingredi NOUN NNS _ _ _ _ _ \n", "3 . . . . _ _ _ _ _ \n", "4 beat beat NOUN NN _ _ _ _ _ \n", "5 eggs egg NOUN NNS _ _ _ _ food_type=ingredient \n", "6 untill until ADJ JJ _ _ _ _ _ \n", "7 frothy frothi ADJ JJ _ _ _ _ _ \n", "8 , , . , _ _ _ _ _ \n", "9 add add ADJ JJ _ _ _ _ _ \n", "10 sugar sugar NOUN NN _ _ _ _ food_type=ingredient \n", "11 , , . , _ _ _ _ _ \n", "12 oil oil NOUN NN _ _ _ _ food_type=ingredient \n", "13 and and CONJ CC _ _ _ _ _ \n", "14 vanilla vanilla NOUN NN _ _ _ _ food_type=ingredient \n", "15 . . . . _ _ _ _ _ \n", "16 Beat beat NOUN NNP _ _ _ _ _ \n", "17 untillthick untillthick ADJ JJ _ _ _ _ _ \n", "18 . . . . _ _ _ _ _ \n", "19 Stir stir NOUN NNP _ _ _ _ _ \n", "20 in in ADP IN _ _ _ _ _ \n", "21 zucchini zucchini NOUN NNP _ _ _ _ food_type=ingredient \n", "22 . . . . _ _ _ _ _ \n", "23 blend blend NOUN NN _ _ _ _ _ \n", "24 in in ADP IN _ _ _ _ _ \n", "25 sifted sift ADJ JJ _ _ _ _ _ \n", "26 dry dri ADJ JJ _ _ _ _ _ \n", "27 ingredients ingredi NOUN NNS _ _ _ _ _ \n", "28 . . . . _ _ _ _ _ \n", "29 Fold fold NOUN NNP _ _ _ _ _ \n", "30 in in ADP IN _ _ _ _ _ \n", "31 nuts nut NOUN NNS _ _ _ _ food_type=ingredient \n", "32 . . . . _ _ _ _ _ \n", "33 pour pour NOUN NN _ _ _ _ _ \n", "34 in in ADP IN _ _ _ _ _ \n", "35 greased greas ADJ JJ _ _ _ _ _ \n", "36 loaf loaf NOUN NN _ _ _ _ _ \n", "37 pan pan NOUN NN _ _ _ _ _ \n", "38 and and CONJ CC _ _ _ _ _ \n", "39 bake bake NOUN NN _ _ _ _ _ \n", "40 at at ADP IN _ _ _ _ _ \n", "41 350 350 NUM CD _ _ _ _ _ \n", "42 degrees degre NOUN NNS _ _ _ _ _ \n", "43 for for ADP IN _ _ _ _ _ \n", "44 1 1 NUM CD _ _ _ _ _ \n", "45 1/2 1/2 NUM CD _ _ _ _ _ \n", "46 hours hour NOUN NNS _ _ _ _ _ \n", "47 . . . . _ _ _ _ _ \n", "\n" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cg" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 2 }