{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For contact: enes.yilandiloglu@helsinki.fi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip install -U transformers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from transformers import AutoTokenizer, AutoModelForTokenClassification, pipeline\n",
    "\n",
    "model = AutoModelForTokenClassification.from_pretrained(\"enesyila/ota-roberta-base-ner\")\n",
    "tokenizer = AutoTokenizer.from_pretrained(\"enesyila/ota-roberta-base-ner\")\n",
    "\n",
    "nlp = pipeline(\"token-classification\", model=model, tokenizer=tokenizer, aggregation_strategy=\"average\")\n",
    "\n",
    "text = \"Aḥmed Paşanın yerine Edrinedeki Meḥmed Efendi Medresesinden Meḥmed Efendi mevsûl oldu.\"\n",
    "print(nlp(text))\n"
   ]
  }
 ],
 "metadata": {
  "language_info": {
   "name": "python"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}