KWT-2024/lab/lab_04-05.ipynb
2024-04-23 23:52:29 +02:00

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{
"cells": [
{
"cell_type": "markdown",
"id": "going-morocco",
"metadata": {},
"source": [
"![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n",
"<div class=\"alert alert-block alert-info\">\n",
"<h1> Komputerowe wspomaganie tłumaczenia </h1>\n",
"<h2> 4,5. <i>Klasyfikacja tematyczna (terminologii ciąg dalszy)</i> [laboratoria]</h2> \n",
"<h3>Rafał Jaworski (2021)</h3>\n",
"</div>\n",
"\n",
"![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)"
]
},
{
"cell_type": "markdown",
"id": "expanded-entrance",
"metadata": {},
"source": [
"# Komputerowe wspomaganie tłumaczenia"
]
},
{
"cell_type": "markdown",
"id": "atlantic-greenhouse",
"metadata": {},
"source": [
"# Zajęcia 4 i 5 - klasyfikacja tematyczna (terminologii ciąg dalszy)"
]
},
{
"cell_type": "markdown",
"id": "colored-nothing",
"metadata": {},
"source": [
"Na poprzednich zajęciach opracowaliśmy nasz własny ekstraktor terminologii. Mówiliśmy również, jak ważna jest ekstrakcja terminów specjalistycznych. Dziś zajmiemy się zagadnieniem, w jaki sposób wyciągnąć z tekstu terminy, które naprawdę są specjalistyczne."
]
},
{
"cell_type": "markdown",
"id": "economic-pontiac",
"metadata": {},
"source": [
"Dlaczego nasze dotychczasowe rozwiązanie mogło nie spełniać tego warunku? Wykonajmy następujące ćwiczenie:"
]
},
{
"cell_type": "markdown",
"id": "sealed-november",
"metadata": {},
"source": [
"### Ćwiczenie 1: Zgromadź korpus w języku angielskim składający się z co najmniej 100 dokumentów, z których każdy zawiera co najmniej 100 zdań. Wykorzystaj stronę https://opus.nlpl.eu/. Dobrze, aby dokumenty pochodziły z różnych dziedzin (np. prawo Unii Europejskiej, manuale programistyczne, medycyna). Ściągnięty korpus zapisz na swoim dysku lokalnym, nie załączaj go do niniejszego notatnika."
]
},
{
"cell_type": "markdown",
"id": "closed-steel",
"metadata": {},
"source": [
"Taki korpus pozwoli nam zaobserwować, co się stanie, jeśli do ekstrakcji terminologii będziemy stosowali wyłącznie kryterium częstościowe. Aby wykonać odpowiedni eksperyment musimy uruchomić ekstraktor z poprzednich zajęć."
]
},
{
"cell_type": "markdown",
"id": "environmental-thread",
"metadata": {},
"source": [
"### Ćwiczenie 2: Uruchom ekstraktor terminologii (wykrywacz rzeczowników) z poprzednich zajęć na każdym dokumencie z osobna. Jako wynik ekstraktora w każdym przypadku wypisz 5 najczęściej występujących rzeczowników. Wyniki działania komendy umieść w notatniku."
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "honest-assessment",
"metadata": {},
"outputs": [],
"source": [
"import spacy\n",
"from collections import Counter\n",
"nlp = spacy.load(\"en_core_web_sm\")"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "c15ab9bc",
"metadata": {},
"outputs": [],
"source": [
"documents = {\n",
" 'bible': './books/bible.en',\n",
" 'forgein_affair': './books/forgein_affair.en',\n",
" 'justice': './books/justice.en'}"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "71cb2bf7",
"metadata": {},
"outputs": [],
"source": [
"def extract_terms(path: str, k: int = 5):\n",
" with open(path, 'r') as f:\n",
" text = f.read()[:1000000]\n",
" doc = nlp(text.lower())\n",
" noun_counts = Counter([w.lemma_ for w in doc if w.pos_ == 'NOUN'])\n",
" return noun_counts.most_common(k)"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "374448a1",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[('man', 966), ('child', 943), ('son', 930), ('land', 805), ('day', 783)]"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"extract_terms(documents['bible'])"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "31500a72",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[('%', 654), ('country', 567), ('market', 312), ('year', 297), ('state', 251)]"
]
},
"execution_count": 30,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"extract_terms(documents['forgein_affair'])"
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "9bb1f00d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[('project', 78),\n",
" ('account', 40),\n",
" ('information', 39),\n",
" ('application', 34),\n",
" ('victim', 28)]"
]
},
"execution_count": 31,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"extract_terms(documents['justice'])"
]
},
{
"cell_type": "markdown",
"id": "desirable-appeal",
"metadata": {},
"source": [
"Czy wyniki uzyskane w ten sposób to zawsze terminy specjalistyczne? Niestety może zdarzyć się, że w wynikach pojawią się rzeczowniki, które są po prostu częste w języku, a niekoniecznie charakterystyczne dla przetwarzanych przez nas tekstów. Aby wyniki ekstrakcji były lepsze, konieczne jest zastosowanie bardziej wyrafinowanych metod."
]
},
{
"cell_type": "markdown",
"id": "accomplished-interview",
"metadata": {},
"source": [
"Jedną z tych metod jest znana z dyscypliny Information Retrieval technika zwana TF-IDF. Jej nazwa wywodzi się od **T**erm **F**requency **I**nverted **D**ocument **F**requency. Według tej metody, dla każdego odnalezionego przez nas termu powinniśmy obliczyć czynnik TF-IDF, a następnie wyniki posortować malejąco po wartości tego czynnika."
]
},
{
"cell_type": "markdown",
"id": "green-september",
"metadata": {},
"source": [
"Jak obliczyć czynnik TF-IDF? Czym jest TF, a czym jest IDF?"
]
},
{
"cell_type": "markdown",
"id": "several-gardening",
"metadata": {},
"source": [
"Zacznijmy od TF, bo ten czynnik już znamy. Jest to nic innego jak częstość wystąpienia terminu w tekście, który przetwarzamy. Idea TF-IDF skupia się na drugim czynniku - IDF. Słowo *inverted* oznacza, że czynnik ten będzie odwrócony, czyli trafi do mianownika. W związku z tym TF-IDF to w istocie:\n",
"$\\frac{TF}{DF}$"
]
},
{
"cell_type": "markdown",
"id": "collect-brooklyn",
"metadata": {},
"source": [
"Czym zatem jest document frequency? Jest to liczba dokumentów, w których wystąpił dany termin. Dokumenty w tym przypadku są rozumiane jako jednostki, na które podzielony jest korpus, nad którym pracujemy (dokładnie taki, jak korpus z ćwiczenia pierwszego)."
]
},
{
"cell_type": "markdown",
"id": "urban-spray",
"metadata": {},
"source": [
"Zastanówmy się nad sensem tego czynnika. Pamiętajmy, że naszym zadaniem jest ekstracja terminów z tylko jednego dokumentu na raz. Mamy jednak do dyspozycji wiele innych dokumentów, zawierających wiele innych słów i termów. Wartość TF-IDF jest tym większa, im częściej termin występuje w dokumencie, na którym dokonujemy ekstrakcji. Czynnik ten jednak zmniejsza się, jeśli słowo występuje w wielu różnych dokumentach. Zatem, popularne słowa będą miały wysoki czynnik DF i niski TF-IDF. Natomiast najwyższą wartość TF-IDF będą miały terminy, które są częste w przetwarzanym przez nas dokumencie, ale nie występują nigdzie indziej."
]
},
{
"cell_type": "markdown",
"id": "worse-throat",
"metadata": {},
"source": [
"### Ćwiczenie 3: Zaimplementuj czynnik TF-IDF i dokonaj ekstrakcji terminologii za jego pomocą, używając korpusu z ćwiczenia nr 1. Czy wyniki różnią się od tych uzyskanych tylko za pomocą TF?"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "published-speaking",
"metadata": {},
"outputs": [],
"source": [
"from typing import List, Dict\n",
"\n",
"def count_words(path: str):\n",
" with open(path, 'r') as f:\n",
" text = f.read()[:1000000]\n",
" doc = nlp(text.lower())\n",
" noun_counts = Counter([w.lemma_ for w in doc if w.pos_ == 'NOUN'])\n",
" return noun_counts\n",
"\n",
"def tfidf_extract(document: str, documents: Dict[str, Counter], k: int = 5):\n",
" tf = documents[document]\n",
" rest = [d for d in documents.keys() if d != document]\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 34,
"id": "4e3ee388",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Top terms in bible: [('son', 377.0825505405929), ('offering', 282.6091803513906), ('father', 250.5774368108456), ('house', 149.61662489191266), ('priest', 145.96743891893917)]\n",
"Top terms in forgein_affair: [('%', 265.17418070273953), ('market', 126.5051137297473), ('energy', 83.93127737839002), ('sector', 73.79464967568592), ('accession', 67.71267305406346)]\n",
"Top terms in justice: [('mediation', 8.920232378379616), ('proceeding', 6.48744172973063), ('prosecutor', 4.054651081081644), ('promoter', 3.6491859729734797), ('interrogation', 2.8382557567571505)]\n"
]
}
],
"source": [
"from collections import Counter\n",
"from typing import Dict\n",
"import math\n",
"\n",
"def tfidf_extract(document: str, documents: Dict[str, Counter], idf: Dict[str, float], k: int = 5):\n",
" tf = documents[document]\n",
" tfidf = {term: tf[term] * idf[term] for term in tf}\n",
" top_k_terms = sorted(tfidf.items(), key=lambda x: x[1], reverse=True)[:k]\n",
" return top_k_terms\n",
"\n",
"def precompute_idf(documents: Dict[str, Counter]):\n",
" idf = {}\n",
" num_docs = len(documents)\n",
" all_terms = [term for doc in documents.values() for term in doc]\n",
" for term in all_terms:\n",
" num_docs_with_term = sum(1 for doc in documents.values() if term in doc)\n",
" idf[term] = math.log(num_docs / (1 + num_docs_with_term))\n",
" return idf\n",
"\n",
"def load_dict(path: str):\n",
" with open(path, 'r') as f:\n",
" text = f.read()[:1000000]\n",
" doc = nlp(text.lower())\n",
" return Counter([w.lemma_ for w in doc if w.pos_ == 'NOUN'])\n",
"\n",
"documents = {\n",
" 'bible': './books/bible.en',\n",
" 'forgein_affair': './books/forgein_affair.en',\n",
" 'justice': './books/justice.en'}\n",
"\n",
"loaded = {k: load_dict(v) for k, v in documents.items()}\n",
"idf = precompute_idf(loaded)\n",
"\n",
"for doc_name in documents:\n",
" top_terms = tfidf_extract(doc_name, loaded, idf)\n",
" print(f\"Top terms in {doc_name}: {top_terms}\")"
]
},
{
"cell_type": "markdown",
"id": "handmade-square",
"metadata": {},
"source": [
"Teraz potrafimy już w lepszy sposób wyciągać terminy z dokumentów. Spróbujmy jeszcze czegoś widowiskowego - wygenerujmy tzw. chmurę słów z tekstu przy użyciu biblioteki WordCloud dla artykułu z BBC News (https://www.bbc.com/news/world-europe-56530714):"
]
},
{
"cell_type": "markdown",
"id": "solar-particular",
"metadata": {},
"source": [
"`sudo pip install wordcloud`"
]
},
{
"cell_type": "code",
"execution_count": 35,
"id": "1558eb4a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Collecting wordcloud\n",
" Downloading wordcloud-1.9.3-cp311-cp311-macosx_10_9_x86_64.whl (172 kB)\n",
"\u001b[2K \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m172.4/172.4 kB\u001b[0m \u001b[31m2.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m[31m3.2 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\n",
"\u001b[?25hRequirement already satisfied: numpy>=1.6.1 in /Users/potoato/.pyenv/versions/3.11.0/lib/python3.11/site-packages (from wordcloud) (1.26.4)\n",
"Requirement already satisfied: pillow in /Users/potoato/.pyenv/versions/3.11.0/lib/python3.11/site-packages (from wordcloud) (10.3.0)\n",
"Requirement already satisfied: matplotlib in /Users/potoato/.pyenv/versions/3.11.0/lib/python3.11/site-packages (from wordcloud) (3.8.4)\n",
"Requirement already satisfied: contourpy>=1.0.1 in /Users/potoato/.pyenv/versions/3.11.0/lib/python3.11/site-packages (from matplotlib->wordcloud) (1.2.1)\n",
"Requirement already satisfied: cycler>=0.10 in /Users/potoato/.pyenv/versions/3.11.0/lib/python3.11/site-packages (from matplotlib->wordcloud) (0.12.1)\n",
"Requirement already satisfied: fonttools>=4.22.0 in /Users/potoato/.pyenv/versions/3.11.0/lib/python3.11/site-packages (from matplotlib->wordcloud) (4.51.0)\n",
"Requirement already satisfied: kiwisolver>=1.3.1 in /Users/potoato/.pyenv/versions/3.11.0/lib/python3.11/site-packages (from matplotlib->wordcloud) (1.4.5)\n",
"Requirement already satisfied: packaging>=20.0 in /Users/potoato/.pyenv/versions/3.11.0/lib/python3.11/site-packages (from matplotlib->wordcloud) (24.0)\n",
"Requirement already satisfied: pyparsing>=2.3.1 in /Users/potoato/.pyenv/versions/3.11.0/lib/python3.11/site-packages (from matplotlib->wordcloud) (3.1.2)\n",
"Requirement already satisfied: python-dateutil>=2.7 in /Users/potoato/.pyenv/versions/3.11.0/lib/python3.11/site-packages (from matplotlib->wordcloud) (2.9.0.post0)\n",
"Requirement already satisfied: six>=1.5 in /Users/potoato/.pyenv/versions/3.11.0/lib/python3.11/site-packages (from python-dateutil>=2.7->matplotlib->wordcloud) (1.16.0)\n",
"Installing collected packages: wordcloud\n",
"Successfully installed wordcloud-1.9.3\n",
"\n",
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.3\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n",
"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n"
]
}
],
"source": [
"!pip install wordcloud"
]
},
{
"cell_type": "code",
"execution_count": 36,
"id": "monetary-wages",
"metadata": {},
"outputs": [
{
"data": {
"image/jpeg": 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",
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",
"text/plain": [
"<PIL.Image.Image image mode=RGB size=400x200>"
]
},
"execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from wordcloud import WordCloud\n",
"text = \"\"\"\"This is where it happened,\" says Felipe Luis Codesal, opening the gate to a three-hectare field on his farm in Zamora, north-west Spain.\n",
"\n",
"One night last November, a pack of wolves got through the fence surrounding the field and attacked Mr Codesal's sheep, many of which were pregnant. When he arrived the next morning, he found 11 animals had been killed. Over the following days, he says, another 36 sheep died from injuries sustained in that attack and miscarriages it triggered.\n",
"\n",
"Mr Codesal fears that such attacks will become even more commonplace if a proposed change to laws protecting the Iberian wolf comes into force.\n",
"\n",
"The leftist coalition government plans to prevent the Iberian wolf from being hunted anywhere by categorising it as an endangered species. The reform is yet to be implemented and could see changes.\n",
"\n",
"Iberian wolves from the Iberian Wolf Centre in Robledo de Sanabria on February 21, 2020 in Zamora, Spain\n",
"image captionSpain has Europe's biggest wolf population: These Iberian wolves are kept at Zamora's Iberian wolf centre\n",
"\"It's like in a nightclub when there's a fire,\" says Mr Codesal of the wolf attack. \"There's a stampede and people get trodden on and hurt. This is the same.\"\n",
"\n",
"He was not entitled to any compensation and estimates that the financial losses he suffered from this incident totalled around €12-14,000\n",
"\n",
"\"It's not even about the money,\" he says. \"It's emotional, because the animals are part of my family.\"\n",
"\n",
"A 'historic' change?\n",
"The region of Castilla y León is the habitat for most of Spain's wolves. Figures gathered by the local government showed that they killed 3,774 sheep and cows in the region in 2019.\n",
"\n",
"Felipe Luis Codesal's farm is just north of the Duero river, which marks a natural border between north-west Spain and the rest of the country. Until now, it has been legal to hunt wolves north of the Duero, under a strict quota system, because that is where they are most prevalent.\n",
"\n",
"South of the river they have been protected.\n",
"\n",
"Conservationist groups have welcomed the government plan. When it was unveiled in February, the Ecologistas en Acción organisation hailed it as a \"historic day\".\n",
"\n",
"But Mr Codesal, who is a member of the UPA association of smallholder farmers, warns the reform will ruin livestock owners by allowing the wolf population to spiral out of control and roam uncontrolled. The UPA is unconvinced by measures included in the plan to subsidise the installation of fences and the use of guard dogs in livestock farming areas.\n",
"\n",
"Biggest wolf numbers in Europe\n",
"The Iberian wolf was close to being wiped out in the middle of the 20th Century. But it enjoyed a resurgence on the back of new hunting regulations introduced in the 1970s and the migration of Spaniards away from rural areas also encouraged its spread down from the north-western corner of the country.\n",
"\n",
"In recent years, wolves have moved into areas such as the Guadarrama mountains north of Madrid and near the city of Ávila, to the west of the capital.\n",
"\n",
"There are now some 2,500 Iberian wolves: around 2,000 are in Spain - the largest wolf population in western Europe - and the rest in Portugal.\n",
"\"\"\"\n",
"\n",
"wordcloud = WordCloud(background_color=\"white\", max_words=5000, contour_width=3, contour_color='steelblue')\n",
"wordcloud.generate(text)\n",
"wordcloud.to_image()"
]
},
{
"cell_type": "markdown",
"id": "third-eagle",
"metadata": {},
"source": [
"### Ćwiczenie 4: Wykonaj chmurę słów dla całego korpusu z ćwiczenia nr 1."
]
},
{
"cell_type": "code",
"execution_count": 44,
"id": "electrical-disposition",
"metadata": {},
"outputs": [],
"source": [
"def my_word_cloud(path: str):\n",
" with open(path, 'r') as f:\n",
" text = f.read()[:1000000]\n",
" doc = nlp(text.lower())\n",
" nouns = [w.lemma_ for w in doc if w.pos_ == 'NOUN']\n",
" wordcloud = WordCloud(background_color=\"white\", max_words=1000, contour_width=3, contour_color='steelblue')\n",
" return wordcloud.generate(\" \".join(nouns)).to_image()"
]
},
{
"cell_type": "code",
"execution_count": 45,
"id": "be07abd8",
"metadata": {},
"outputs": [
{
"data": {
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",
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",
"text/plain": [
"<PIL.Image.Image image mode=RGB size=400x200>"
]
},
"execution_count": 45,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"my_word_cloud(documents['bible'])"
]
},
{
"cell_type": "code",
"execution_count": 46,
"id": "bc32e5ca",
"metadata": {},
"outputs": [
{
"data": {
"image/jpeg": 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",
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",
"text/plain": [
"<PIL.Image.Image image mode=RGB size=400x200>"
]
},
"execution_count": 46,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"my_word_cloud(documents['forgein_affair'])"
]
},
{
"cell_type": "code",
"execution_count": 47,
"id": "dd92a58c",
"metadata": {},
"outputs": [
{
"data": {
"image/jpeg": 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",
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",
"text/plain": [
"<PIL.Image.Image image mode=RGB size=400x200>"
]
},
"execution_count": 47,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"my_word_cloud(documents['justice'])"
]
},
{
"cell_type": "markdown",
"id": "objective-possession",
"metadata": {},
"source": [
"Zastanówmy się nad jeszcze jednym zagadnieniem - jak pogrupować te terminy ze względu na dziedzinę? Zagadnienie to nosi nazwę klasyfikacji tematycznej. A dzięki pewnemu XIX-wiecznemu niemieckiemu matematykowi możliwe jest przeprowadzenie tego procesu automatycznie. Matematyk ten nosił nazwisko Peter Gustav Lejeune Dirichlet, a metoda klasyfikacji nazywa się LDA (**L**atent **D**irichlet **A**llocation)."
]
},
{
"cell_type": "markdown",
"id": "intellectual-gothic",
"metadata": {},
"source": [
"### Ćwiczenie 5: Wykonaj tutorial dostępny pod https://towardsdatascience.com/end-to-end-topic-modeling-in-python-latent-dirichlet-allocation-lda-35ce4ed6b3e0. Wklej do notatnika wyniki."
]
}
],
"metadata": {
"author": "Rafał Jaworski",
"email": "rjawor@amu.edu.pl",
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"lang": "pl",
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.0"
},
"subtitle": "4,5. Klasyfikacja tematyczna (terminologii ciąg dalszy)",
"title": "Komputerowe wspomaganie tłumaczenia",
"year": "2021"
},
"nbformat": 4,
"nbformat_minor": 5
}