Update spaCy pipeline

.gitattributes

@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+ner/model filter=lfs diff=lfs merge=lfs -text
+pl_pipeline-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
+transformer/model filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,56 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- pl
+model-index:
+- name: pl_pipeline
+  results:
+  - task:
+      name: NER
+      type: token-classification
+    metrics:
+    - name: NER Precision
+      type: precision
+      value: 0.9090909091
+    - name: NER Recall
+      type: recall
+      value: 0.9090909091
+    - name: NER F Score
+      type: f_score
+      value: 0.9090909091
+---
+| Feature | Description |
+| --- | --- |
+| **Name** | `pl_pipeline` |
+| **Version** | `0.0.0` |
+| **spaCy** | `>=3.7.5,<3.8.0` |
+| **Default Pipeline** | `transformer`, `ner` |
+| **Components** | `transformer`, `ner` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | n/a |
+| **License** | n/a |
+| **Author** | [n/a]() |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (10 labels for 1 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`ner`** | `AUTOR`, `CZASOPISMO`, `DATA_WYDANIA`, `MIEJSCE_WYDANIA`, `NUMER_CZASOPISMA`, `NUMER_WYDANIA`, `OPIS_FIZYCZNY`, `RODZAJ_DZIELA_ZALEZNEGO`, `WSPOLAUTOR`, `WYDAWNICTWO` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `ENTS_F` | 90.91 |
+| `ENTS_P` | 90.91 |
+| `ENTS_R` | 90.91 |
+| `TRANSFORMER_LOSS` | 9786.61 |
+| `NER_LOSS` | 127943.63 |

config.cfg

@@ -0,0 +1,147 @@
+[paths]
+train = "/content/drive/MyDrive/Doktorat/new_model/trained_models/train_data.spacy"
+dev = "/content/drive/MyDrive/Doktorat/new_model/trained_models/test_data.spacy"
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = "pytorch"
+seed = 0
+
+[nlp]
+lang = "pl"
+pipeline = ["transformer","ner"]
+batch_size = 64
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+vectors = {"@vectors":"spacy.Vectors.v1"}
+
+[components]
+
+[components.ner]
+factory = "ner"
+incorrect_spans_key = null
+moves = null
+scorer = {"@scorers":"spacy.ner_scorer.v1"}
+update_with_oracle_cut_size = 100
+
+[components.ner.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "ner"
+extra_state_tokens = false
+hidden_width = 256
+maxout_pieces = 2
+use_upper = false
+nO = null
+
+[components.ner.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.transformer]
+factory = "transformer"
+max_batch_items = 4096
+set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
+
+[components.transformer.model]
+@architectures = "spacy-transformers.TransformerModel.v3"
+name = "allegro/herbert-large-cased"
+mixed_precision = false
+
+[components.transformer.model.get_spans]
+@span_getters = "spacy-transformers.strided_spans.v1"
+window = 128
+stride = 96
+
+[components.transformer.model.grad_scaler_config]
+
+[components.transformer.model.tokenizer_config]
+use_fast = true
+
+[components.transformer.model.transformer_config]
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+path = ${paths.dev}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[training]
+accumulate_gradient = 3
+dev_corpus = "corpora.dev"
+train_corpus = "corpora.train"
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.1
+patience = 1600
+max_epochs = 0
+max_steps = 20000
+eval_frequency = 200
+frozen_components = []
+annotating_components = []
+before_to_disk = null
+before_update = null
+
+[training.batcher]
+@batchers = "spacy.batch_by_padded.v1"
+discard_oversize = true
+size = 2000
+buffer = 256
+get_length = null
+
+[training.logger]
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = false
+eps = 0.00000001
+
+[training.optimizer.learn_rate]
+@schedules = "warmup_linear.v1"
+warmup_steps = 500
+total_steps = 30000
+initial_rate = 0.00005
+
+[training.score_weights]
+ents_f = 1.0
+ents_p = 0.0
+ents_r = 0.0
+ents_per_type = null
+
+[pretraining]
+
+[initialize]
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+vocab_data = null
+lookups = null
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.tokenizer]

meta.json

@@ -0,0 +1,103 @@
+{
+  "lang":"pl",
+  "name":"pipeline",
+  "version":"0.0.0",
+  "description":"",
+  "author":"",
+  "email":"",
+  "url":"",
+  "license":"",
+  "spacy_version":">=3.7.5,<3.8.0",
+  "spacy_git_version":"a6d0fc360",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null
+  },
+  "labels":{
+    "transformer":[
+
+    ],
+    "ner":[
+      "AUTOR",
+      "CZASOPISMO",
+      "DATA_WYDANIA",
+      "MIEJSCE_WYDANIA",
+      "NUMER_CZASOPISMA",
+      "NUMER_WYDANIA",
+      "OPIS_FIZYCZNY",
+      "RODZAJ_DZIELA_ZALEZNEGO",
+      "WSPOLAUTOR",
+      "WYDAWNICTWO"
+    ]
+  },
+  "pipeline":[
+    "transformer",
+    "ner"
+  ],
+  "components":[
+    "transformer",
+    "ner"
+  ],
+  "disabled":[
+
+  ],
+  "performance":{
+    "ents_f":0.9090909091,
+    "ents_p":0.9090909091,
+    "ents_r":0.9090909091,
+    "ents_per_type":{
+      "AUTOR":{
+        "p":0.9122807018,
+        "r":0.9285714286,
+        "f":0.9203539823
+      },
+      "WSPOLAUTOR":{
+        "p":0.9032258065,
+        "r":0.9333333333,
+        "f":0.9180327869
+      },
+      "CZASOPISMO":{
+        "p":0.9555555556,
+        "r":0.9772727273,
+        "f":0.9662921348
+      },
+      "NUMER_CZASOPISMA":{
+        "p":0.880952381,
+        "r":0.880952381,
+        "f":0.880952381
+      },
+      "MIEJSCE_WYDANIA":{
+        "p":0.875,
+        "r":0.875,
+        "f":0.875
+      },
+      "DATA_WYDANIA":{
+        "p":1.0,
+        "r":0.9090909091,
+        "f":0.9523809524
+      },
+      "OPIS_FIZYCZNY":{
+        "p":0.8,
+        "r":0.8,
+        "f":0.8
+      },
+      "RODZAJ_DZIELA_ZALEZNEGO":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "WYDAWNICTWO":{
+        "p":1.0,
+        "r":0.8,
+        "f":0.8888888889
+      }
+    },
+    "transformer_loss":97.8661317983,
+    "ner_loss":1279.4363320959
+  },
+  "requirements":[
+    "spacy-transformers>=1.3.5,<1.4.0"
+  ]
+}

ner/cfg

@@ -0,0 +1,13 @@
+{
+  "moves":null,
+  "update_with_oracle_cut_size":100,
+  "multitasks":[
+
+  ],
+  "min_action_freq":1,
+  "learn_tokens":false,
+  "beam_width":1,
+  "beam_density":0.0,
+  "beam_update_prob":0.0,
+  "incorrect_spans_key":null
+}

ner/model

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ner/moves

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pl_pipeline-any-py3-none-any.whl

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tokenizer

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transformer/cfg

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transformer/model

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+size 1424274568

vocab/key2row

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vocab/strings.json

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+[
+  "\t",
+  "\n",
+  " ",
+  "  ",
+  "!",
+  "\"",
+  "'",
+  "''",
+  "'-(",
+  "'-)",
+  "(",
+  "(((",
+  "(*>",
+  "(*_*)",
+  "(-8",
+  "(-:",
+  "(-;",
+  "(-_-)",
+  "(-d",
+  "(._.)",
+  "(:",
+  "(;",
+  "(=",
+  "(>_<)",
+  "(^_^)",
+  "(o:",
+  "(x:",
+  "(x_x)",
+  "(\u00ac_\u00ac)",
+  "(\u0ca0_\u0ca0)",
+  "(\u256f\u00b0\u25a1\u00b0\uff09\u256f\ufe35\u253b\u2501\u253b",
+  ")",
+  ")))",
+  ")-:",
+  ")/\u00af",
+  "):",
+  "*",
+  ",",
+  "-",
+  "-((",
+  "-))",
+  "-/",
+  "-0",
+  "-3",
+  "-6th",
+  "-8",
+  "-D",
+  "-O",
+  "-P",
+  "-X",
+  "-_",
+  "-_-",
+  "-__",
+  "-__-",
+  "-d",
+  "-dxx",
+  "-litj",
+  "-o",
+  "-p",
+  "-x",
+  "-xxxx",
+  "-|",
+  ".",
+  ".:/",
+  ".XXX",
+  ".ZRL",
+  ".j/",
+  ".je\u017celi",
+  ".xxx",
+  ".xxxx",
+  ".zb",
+  ".zrl",
+  "/",
+  "/\"The",
+  "/\"Understanding",
+  "/\"Xxx",
+  "/\"Xxxxx",
+  "/\"the",
+  "/\"understanding",
+  "/\"xxx",
+  "/\"xxxx",
+  "//Wyd",
+  "//Xxx",
+  "//wyd",
+  "//xxx",
+  "/3",
+  "/Fel",
+  "/Grzegorczyk",
+  "/H",
+  "/I",
+  "/Id",
+  "/Id./",
+  "/IdJ",
+  "/J",
+  "/K",
+  "/Krynicki",
+  "/M",
+  "/Moskal\u00f3wna",
+  "/NatansonWj",
+  "/Nyczek",
+  "/Opra\u0107",
+  "/Prace",
+  "/T",
+  "/Todoro",
+  "/T\u0142uma",
+  "/W",
+  "/Wyb\u00f3r",
+  "/WydJ",
+  "/X",
+  "/Xx",
+  "/Xx./",
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+  "Feng",
+  "Fiction",
+  "Fiedler",
+  "Fik",
+  "Filiacje",
+  "Film",
+  "Filologia",
+  "Filologija",
+  "Filosofski",
+  "Filozofia",
+  "Fizer",
+  "Fizjologie",
+  "Florczak",
+  "Folejewski",
+  "Form",
+  "Forma",
+  "Formalismo",
+  "Formalist",
+  "Foucault",
+  "Fragmenty",
+  "Francisco",
+  "Franciszka",
+  "Francji/",
+  "Francuskie",
+  "Freytag",
+  "Frye",
+  "Fu",
+  "Function",
+  "Funktions",
+  "F\u00f3nagy",
+  "G",
+  "GK",
+  "Galaktyka",
+  "Galaxy",
+  "Gar\u015b\u0107",
+  "Gattung",
+  "Gatunek",
+  "Gawlikowa",
+  "Gaw\u0119da",
+  "Gd",
+  "Geante\u201d/",
+  "Gedanken",
+  "Gegenstands",
+  "Geneza",
+  "Genologiczna",
+  "Genre",
+  "Genres",
+  "Geschichte",
+  "Geschlossene",
+  "Gest",
+  "Giergielewicz",
+  "Glosa",
+  "Goethego",
+  "Gottsched",
+  "Goya",
+  "Go\u0142aszewska",
+  "Grabowskiego",
+  "Gradacja",
+  "Graff",
+  "Grajewski",
+  "Gramatyka",
+  "Granice",
+  "Greimas",
+  "Gronds",
+  "Grosbart",
+  "Gunduli\u0107",
+  "Gutenberg",
+  "Gutenberga",
+  "Gwara",
+  "G\u00f3rski",
+  "G\u0105ssowski",
+  "G\u0142owi\u0144ski",
+  "H",
+  "Haikai",
+  "Halliday",
+  "Handke",
+  "Hatzfeld",
+  "Hebbel",
+  "Heistein",
+  "Heloizy",
+  "Herennium",
+  "Hermeneutyka",
+  "Hic",
+  "Hiperbola",
+  "Hist",
+  "Histlit",
+  "Historia",
+  "History",
+  "Homer",
+  "Hopp",
+  "Hsieh",
+  "Hum",
+  "Huu",
+  "Hvisc",
+  "Hvi\u015bc",
+  "Hvi\u015b\u0107",
+  "I",
+  "IBJ",
+  "IBL",
+  "IBLPAN",
+  "II",
+  "III",
+  "IV",
+  "Id",
+  "IdJ",
+  "Ideologia",
+  "Idiolekt",
+  "Idyll",
+  "Ili\u0107",
+  "Improwizacja",
+  "Index",
+  "Index71",
+  "Indywidualizowanie",
+  "Ingarden",
+  "Institutio",
+  "Instrument",
+  "Interpretacja",
+  "Interpretation",
+  "Intonacja",
+  "Introduction",
+  "Italia",
+  "Ivan",
+  "Ivanickova",
+  "Iwaszkiewicza",
+  "J",
+  "JP",
+  "Ja",
+  "Jakobson",
+  "Jakszi\u0107",
+  "Janikowska",
+  "Janion",
+  "Janus",
+  "Japola",
+  "Jaroci\u0144ski",
+  "Jase\u0142ka",
+  "Jasie\u0144skiego",
+  "Jasi\u0144ska",
+  "Jasnorzewskiej",
+  "Jastrun",
+  "Jauss",
+  "Jednostki",
+  "Jerman",
+  "Jeszcze",
+  "Jewtuszenko",
+  "Je\u015bli",
+  "Joczowa",
+  "Jod\u0142owski",
+  "Jordanskaja",
+  "Jordanskiej",
+  "Journalfranz",
+  "Jovanovic",
+  "Julian",
+  "Juliana",
+  "Jurata",
+  "J\u0119drzejkiewicz",
+  "J\u0119zyk",
+  "J\u0119zyki",
+  "J\u0119zykoznawstwo",
+  "K",
+  "KI",
+  "KIS",
+  "Kagan",
+  "Kali\u0144ski",
+  "Kami\u0144ski",
+  "Kaniowa",
+  "Kariera",
+  "Karola",
+  "Karolak",
+  "Karpi\u0144ski",
+  "Kasjan",
+  "Kaszy\u0144ski",
+  "Katachreza",
+  "Katedry",
+  "KdC",
+  "Kichocie",
+  "Kierunki",
+  "Kilka",
+  "Kim",
+  "Kleiner",
+  "Klimaj",
+  "Klotz",
+  "Kmita",
+  "KnKr7l",
+  "Knji\u017aevno",
+  "Kntr",
+  "KntrB",
+  "KobeckajaG",
+  "Kocha",
+  "Kod",
+  "Kodyfikowalno\u015b\u0107",
+  "Kolbuszewski",
+  "Komar",
+  "Komedia",
+  "Komiks",
+  "Komunikacji",
+  "Komunikat",
+  "Konferencja",
+  "Konferencje",
+  "Kontekst",
+  "Konwencje",
+  "Koperdan",
+  "Korolija",
+  "Kosti\u0107",
+  "Kozarynowa",
+  "Kozicka",
+  "Kr",
+  "Krajka",
+  "Krasickiego/",
+  "Krasz\u0119wskiegoj",
+  "Kridl",
+  "Kristeva",
+  "Kriterijum",
+  "Kruczkiewiczow\u0105/",
+  "Krukowska",
+  "Kryt",
+  "Kryteria",
+  "Krytyk",
+  "Krytyka",
+  "Kryzys",
+  "Krzemie\u0144",
+  "Krzoska",
+  "Krzy\u017canowski",
+  "Krzy\u017canowskiego",
+  "Ksi\u0119\u017cycowe",
+  "Kulawik",
+  "Kunda",
+  "Kunz",
+  "Kupi\u0107",
+  "Kurowicki",
+  "Ku\u017amaE",
+  "KwH",
+  "KwN",
+  "Kwapie\u0144",
+  "Kwintyliana",
+  "K\u0142ak",
+  "K\u0142oskowska",
+  "K\u0142ossowicz",
+  "L",
+  "L68",
+  "LA",
+  "LITERACKIEGO",
+  "LL",
+  "La",
+  "Labuda",
+  "Lalewicz",
+  "Lantova",
+  "Latarni",
+  "Le",
+  "Lem",
+  "Leningrad",
+  "Lenz",
+  "Leo",
+  "Les",
+  "Levi",
+  "Levin",
+  "LevinS",
+  "Levy",
+  "Le\u015bmiana",
+  "Licha\u0144ski",
+  "Liebing",
+  "Lingwistyczna",
+  "Lingwistyka",
+  "Lipiec",
+  "Liryka",
+  "List",
+  "Lit",
+  "LitKrit",
+  "Literacki",
+  "Literackich",
+  "Literackiej",
+  "Literacko\u015b\u0107",
+  "Literaiuio/.iiawstwo",
+  "Literary",
+  "Literat",
+  "Literatur",
+  "Literatura",
+  "Literaturoznawstwo",
+  "Literatur\u0119",
+  "Literatuurwetenschap",
+  "Lit\u015a",
+  "Liu",
+  "London",
+  "Lotman",
+  "Lt",
+  "Lub",
+  "Lubas",
+  "Lubi",
+  "Lucien",
+  "Ludorowski",
+  "Ludwig",
+  "Luhan",
+  "Luhana",
+  "Lyrics",
+  "Lyrik",
+  "L\u00f3i",
+  "M",
+  "M777",
+  "MIEJSCE_WYDANIA",
+  "Maatje",
+  "Maciejewski",
+  "Magia",
+  "Majakowski",
+  "Majakowski/",
+  "Makamy",
+  "Maksimovi\u0107",
+  "Malczewskiego",
+  "Malowane",
+  "Manojlovic",
+  "Mar",
+  "Margolies",
+  "Marii",
+  "Markiewicz",
+  "Markovicia",
+  "Marlowe",
+  "Martin",
+  "Marusiak",
+  "Massinger",
+  "Matejka",
+  "Materia\u0142y",
+  "Matter",
+  "Mauron",
+  "Maye",
+  "Mayen",
+  "Mayenowa",
+  "Mazowsza",
+  "Ma\u0142e",
+  "Ma\u0142y",
+  "Mc",
+  "MczL",
+  "Md",
+  "Media",
+  "Medytacje",
+  "Mein",
+  "Mela",
+  "Metaphor",
+  "Method",
+  "Metodologiceskie",
+  "Metonimia",
+  "Metryka",
+  "Metryk\u0105",
+  "Michala",
+  "Michalak",
+  "Michalak/",
+  "Michalakowa",
+  "Michalski",
+  "Micha\u0142owska",
+  "Mickiewiczowskie",
+  "Mielczuk",
+  "Miko",
+  "Milano",
+  "Milczenie",
+  "Milicievic",
+  "Miliczi\u0107",
+  "Milton",
+  "Miodo\u0144ska",
+  "Misterium",
+  "Mit",
+  "Model",
+  "Modern",
+  "Moimi",
+  "Monografii",
+  "Morawskiego",
+  "Morfologia",
+  "Mosi\u0119\u017cna",
+  "Moskva",
+  "Mowa",
+  "Mo\u017cliwo\u015bci",
+  "Mudrosfw",
+  "Mukarovsky",
+  "Munchen",
+  "Muzyka",
+  "My\u015bl",
+  "My\u015blenie",
+  "My\u015bli",
+  "Mz",
+  "M\u00f3wienie",
+  "N",
+  "NIA",
+  "NKs",
+  "NUJ",
+  "NUMER_CZASOPISMA",
+  "NUMER_WYDANIA",
+  "NWz",
+  "Na",
+  "Nad",
+  "Nadawca",
+  "Nagnajewicz",
+  "Najder",
+  "Najwi\u0119cej",
+  "Nartnik",
+  "Nauk",
+  "Nauka",
+  "Nauki",
+  "Naukowych",
+  "Ndod",
+  "Nekotorye",
+  "Neologizm",
+  "New",
+  "Nico\u015b\u0107",
+  "Niekt\u00f3re",
+  "Niemojowska",
+  "Niemojowski",
+  "Nieznakomka",
+  "Nikliborc",
+  "Nikolajevi\u0107",
+  "Notion",
+  "Novel",
+  "Novelle",
+  "NowT",
+  "Nowak",
+  "Nowe",
+  "Nowela",
+  "Nowicki",
+  "N\u0119kaj",
+  "O",
+  "O.O",
+  "O.o",
+  "OPIS_FIZYCZNY",
+  "O_O",
+  "O_o",
+  "Obrazek",
+  "Obrona",
+  "Obszary",
+  "Ochocki",
+  "Od",
+  "Odbiorca",
+  "Odg\u0142",
+  "Okopie\u0144",
+  "Okud\u017cawa",
+  "Op",
+  "Opis",
+  "Opitz",
+  "Opra\u0107",
+  "Organizacja",
+  "Orientacja",
+  "Oryginalno\u015b\u0107",
+  "Orzechowski",
+  "OsgoodCh",
+  "Osie\u0144",
+  "Osobne",
+  "Ossol",
+  "Ostoja",
+  "Ostrowski",
+  "Otwarta",
+  "Owczarek",
+  "P",
+  "PAN",
+  "PIW",
+  "PN/",
+  "PR",
+  "PSS",
+  "PTPN/",
+  "PWN",
+  "PZWS",
+  "Paciuszkiewicz",
+  "Pami\u0119tnik",
+  "Pan",
+  "Pankowski",
+  "Panorama",
+  "Papierkowski",
+  "Papierkowskiego",
+  "Paradoksy",
+  "Paris",
+  "Park",
+  "Pasternak",
+  "Pastora\u0142",
+  "Pastorela",
+  "Pastourell\u0119/",
+  "Paw",
+  "Paw\u0142owski",
+  "Pc",
+  "Pejza\u017c",
+  "Perspektywizm",
+  "Peryfraza",
+  "Peryfrazy",
+  "Perzy\u0144skiego",
+  "PgTPol",
+  "Philadelphia",
+  "Philip",
+  "Piechal",
+  "Pierwszy",
+  "Piesienka",
+  "Pietrak",
+  "Pietrowski",
+  "Piotrovskaja",
+  "Piotrowski",
+  "Pisma",
+  "Pi\u0119czka",
+  "Pleszkun",
+  "Plnk",
+  "Pluta",
+  "PmL",
+  "PmL68",
+  "PmL\\",
+  "PmPol",
+  "PmS",
+  "PmT",
+  "PniL",
+  "Po",
+  "PoL",
+  "PoPskij",
+  "Pocz\u0105tki",
+  "Podanie",
+  "Podmiot",
+  "Podracki",
+  "Podstawa",
+  "Podstawowe",
+  "Podsto",
+  "Poe",
+  "Poeterei",
+  "Poetic",
+  "Poetics",
+  "Poetik",
+  "Poetique",
+  "Poetry",
+  "Poetyka",
+  "Poetyki",
+  "Poezja",
+  "Pogled",
+  "Poj\u0119cie",
+  "Pokora",
+  "Pol",
+  "Polak",
+  "Polish",
+  "Polja71",
+  "Poljskem",
+  "Polka",
+  "Pologne",
+  "Polonicae",
+  "Polonistyki",
+  "Polsce",
+  "Pomira\u0142",
+  "Pomorska",
+  "Popovic",
+  "Popovi\u0107",
+  "Popularno\u015b\u0107",
+  "PorJ",
+  "Por\u00f3wnanie",
+  "Por\u0119bowicz",
+  "Por\u0119bski",
+  "Pospelov",
+  "Postawa",
+  "Poszukiwanie",
+  "Pos\u0142owie",
+  "Pounda",
+  "Powie\u015b\u0107",
+  "Pozn",
+  "Pozytywizm",
+  "Po\u015bwi\u0119cona",
+  "Prac",
+  "Praca",
+  "Pracowni",
+  "Prawa",
+  "Prawda",
+  "Press",
+  "Prez",
+  "Pro",
+  "Problem",
+  "Problematyka",
+  "Problemi70",
+  "Problemy",
+  "Probletni68",
+  "Prolegomena",
+  "Propozycje",
+  "Prorok",
+  "Prozodia",
+  "PrzHm",
+  "PrzLub",
+  "PrzO",
+  "Przedm",
+  "Przegl\u0105d",
+  "Przekszta\u0142canie",
+  "Przenikanie",
+  "Przestrze\u0144",
+  "Przez",
+  "Przybosia",
+  "Przybo\u015b",
+  "Przybyszewskiego",
+  "Przyczynek",
+  "Pr\u00f3ba",
+  "Pszczo",
+  "Pszczo\u0142owska",
+  "Publicystyka",
+  "Q",
+  "Qu",
+  "R",
+  "RIA",
+  "RL",
+  "RODZAJ_DZIELA_ZALEZNEGO",
+  "ROOT",
+  "Radiczevic",
+  "Rajinac",
+  "Raji\u0107",
+  "Raki\u0107",
+  "Ratajczak",
+  "Readings",
+  "Rechtsiegel",
+  "Red",
+  "Redakcji",
+  "Remarques",
+  "Renga",
+  "Retoryka",
+  "Rev",
+  "RevUB70",
+  "Rhetorica",
+  "Ricoeur",
+  "Rieger",
+  "Riffaterre",
+  "RkiF",
+  "RkiHm",
+  "Rodzaje",
+  "Rodzaj\u00f3w",
+  "Rola",
+  "Romb",
+  "Rosner",
+  "Rospond",
+  "Rosz\u0119wski",
+  "Rousseau/",
+  "Rozprawa",
+  "Rozwa\u017cania",
+  "Ro\u015bko",
+  "Russian",
+  "Ruwet",
+  "Rym",
+  "Rytmika",
+  "Rzecz",
+  "Rzeczywisto\u015b\u0107",
+  "Rzemios\u0142o",
+  "R\u00f3\u017cewicza",
+  "S",
+  "SG",
+  "SLt",
+  "SMA",
+  "SMO",
+  "STYLISTYKA",
+  "SUl",
+  "Safarewicz",
+  "Saloni",
+  "Sambor",
+  "San",
+  "Sao",
+  "Sapir",
+  "Sarbiewski/",
+  "Sarkany",
+  "Sarnowska",
+  "Scenki",
+  "Schaff",
+  "Schlegel",
+  "Scholarship",
+  "Seidel",
+  "Sekwan\u0105",
+  "Semantyka",
+  "Semio",
+  "Senryu",
+  "Seria",
+  "Shibles",
+  "Sici\u0144ski",
+  "Siedlecki",
+  "Siemek",
+  "Sieradzki",
+  "Siu\u017cet",
+  "Skica",
+  "Skripka",
+  "Skwarczyri",
+  "Skwarczy\u0144ska",
+  "Skwarczy\u0144ska/",
+  "Skwarczy\u0144skiej",
+  "Skwarczy\u0144sk\u0105/",
+  "SlOr",
+  "SlRev",
+  "SlavRev7\\",
+  "Slavica",
+  "Slovensky",
+  "Slovo",
+  "Snobi",
+  "Sofia",
+  "Sok\u00f3\u0142",
+  "Sonet",
+  "SovSlav",
+  "SpPTPN(1970",
+  "Spal\u0119",
+  "Spisovatel",
+  "Spitzer",
+  "Spitzera",
+  "Spo\u0142",
+  "Spo\u0142ecze\u0144stwie",
+  "Sp\u00f3r",
+  "StEst",
+  "StF",
+  "StaffaJ",
+  "Stamirowska",
+  "Stan",
+  "Stande",
+  "Stang",
+  "Stanimirovic",
+  "Stanislai",
+  "Stdn",
+  "Stefa",
+  "Stefan",
+  "Stefanii",
+  "Stefanowska",
+  "Stilistik",
+  "Sto",
+  "Stoffgeschichte",
+  "Stopie\u0144",
+  "Straconych",
+  "Straube",
+  "Straussa",
+  "Strich",
+  "Structuralist",
+  "Struktura",
+  "Strukturalizem",
+  "Strukturalizm",
+  "Strukturalno",
+  "Studia",
+  "Studium",
+  "Studi\u00f3w",
+  "Study",
+  "Styl",
+  "Stylistyka",
+  "Stylizacja",
+  "Substytucja",
+  "Sulima",
+  "Sung",
+  "Su\u0142kowski",
+  "Swoisto\u015b\u0107",
+  "Symbolae",
+  "Synchronia",
+  "Synchronizm",
+  "Synekdocha",
+  "Sypnicki",
+  "Sytuacja",
+  "Sz",
+  "SzL",
+  "Szacki",
+  "Szanse",
+  "Szanti\u0107",
+  "Szczepa\u0144ska",
+  "Szerowski",
+  "Szewczukowa",
+  "Szili",
+  "Szkic",
+  "Szkice",
+  "Szko\u0142a",
+  "Szopka",
+  "Szpa",
+  "Szpakowska",
+  "Sztuka",
+  "Sztuki",
+  "Szumowski",
+  "Szumska",
+  "SzymaT",
+  "Szyma\u0144ska",
+  "Szyma\u0144ski",
+  "Szymczak",
+  "Szymczyk",
+  "Szymona",
+  "Szymonowicza",
+  "S\u0105d",
+  "S\u0142awi\u0144ska",
+  "S\u0142awi\u0144ski",
+  "S\u0142owa",
+  "S\u0142owackiego",
+  "S\u0142owian",
+  "S\u0142ownictwo",
+  "S\u0142ownika",
+  "S\u0142owo",
+  "T",
+  "TEORIA",
+  "TL",
+  "TN",
+  "TOR",
+  "TWO",
+  "Taborski",
+  "Tatara",
+  "Tatarkiewicz",
+  "Tazbir",
+  "TdP",
+  "Teatrologiczna",
+  "Teatryka",
+  "Technik",
+  "Teksty",
+  "Tematologia",
+  "Tematyka",
+  "Temeriusz",
+  "Teoretycznoliteracka",
+  "Teoria",
+  "Teorii",
+  "Testament",
+  "Texte",
+  "Texten",
+  "TgKl",
+  "TgP",
+  "The",
+  "Theater",
+  "Theaters",
+  "Theatra",
+  "Theory",
+  "Th\u00f3",
+  "Tiendriakow",
+  "Tj",
+  "Tk",
+  "Tk\\",
+  "Todoroy",
+  "Tokarski",
+  "Tokarskiego/",
+  "Topos",
+  "Tourneur",
+  "Tradycja",
+  "Tragedia",
+  "Transpozycja",
+  "Trauerspiel",
+  "Trembeckiego/",
+  "Treugutt",
+  "Triumf",
+  "Troczy\u0144ski",
+  "Tropy",
+  "Trousson",
+  "Tru\u00f3ng",
+  "Trznadel",
+  "Trzy",
+  "Trzynad",
+  "Trzynadlowski",
+  "Trzynadlowski/",
+  "Tuman",
+  "Tuwima/",
+  "Tw",
+  "Tworzywo",
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+  "\u015awidlicki",
+  "\u015awidzi\u0144ski",
+  "\u015b",
+  "\u015balamun",
+  "\u015bci",
+  "\u015bcis\u0142ych",
+  "\u015bko",
+  "\u015bli",
+  "\u015bni",
+  "\u015bredniowieczna",
+  "\u015brodek",
+  "\u015brodkiem",
+  "\u015btrukturalizmus",
+  "\u015bwiadomo\u015b\u0107",
+  "\u015bwiat",
+  "\u015bwiata",
+  "\u015bwiatowej",
+  "\u015bwidlicki",
+  "\u015bwidzi\u0144ski",
+  "\u015bwietle",
+  "\u017a",
+  "\u017ael",
+  "\u017ani",
+  "\u017ar\u00f3de\u0142",
+  "\u017ar\u00f3d\u0142o",
+  "\u017b",
+  "\u017bL",
+  "\u017bM",
+  "\u017bbikowski",
+  "\u017benszczina",
+  "\u017beromski",
+  "\u017bo\u0142kowskij",
+  "\u017burakowski",
+  "\u017byli\u0144ska",
+  "\u017b\u00f3\u0142kiewski",
+  "\u017c",
+  "\u017cbikowski",
+  "\u017censzczina",
+  "\u017ceromski",
+  "\u017cet",
+  "\u017ce\u0144",
+  "\u017cko",
+  "\u017cl",
+  "\u017cm",
+  "\u017cna",
+  "\u017co\u0142kowskij",
+  "\u017curakowski",
+  "\u017cyciu",
+  "\u017cyk",
+  "\u017cyli\u0144ska",
+  "\u017c\u00f3\u0142kiewski",
+  "\u0ca0",
+  "\u0ca0_\u0ca0",
+  "\u0ca0\ufe35\u0ca0",
+  "\u2014",
+  "\u2018",
+  "\u2019",
+  "\u201d",
+  "\u201e",
+  "\u2501",
+  "\u253b",
+  "\u253b\u2501\u253b",
+  "\u256f",
+  "\u25a1",
+  "\ufe35",
+  "\uff09"
+]

vocab/vectors.cfg

@@ -0,0 +1,3 @@
+{
+  "mode":"default"
+}