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Datasets:
reglab
/
housing_qa

Tasks:
Question Answering
Languages:
English
Size:
1K<n<10K
Tags:
law
legal
retrieval
statutes
housing
QA
License:
Dataset card Files Community
nguha commited on
Commit
bd2366b
·
1 Parent(s): c8460c9

Updating statutes split name

Browse files
Files changed (2) hide show
  1. demo.ipynb +371 -0
  2. housing_qa.py +1 -1
demo.ipynb ADDED
@@ -0,0 +1,371 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "cells": [
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+ {
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+ "cell_type": "code",
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+ "execution_count": 1,
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+ "id": "3c6f4757-0572-48ec-8159-206bbf2e08fd",
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+ "metadata": {},
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+ "outputs": [
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+ {
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+ "name": "stderr",
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+ "output_type": "stream",
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+ "text": [
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+ "/Users/neelguha/miniconda3/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
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+ " from .autonotebook import tqdm as notebook_tqdm\n"
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+ ]
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+ }
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+ ],
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+ "source": [
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+ "from datasets import load_dataset"
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+ ]
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+ },
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+ {
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+ "cell_type": "markdown",
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+ "id": "27e4d6d8-b201-482b-9b0a-688e1a21c9c0",
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+ "metadata": {},
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+ "source": [
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+ "# Knowledge questions"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": 7,
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+ "id": "2cb75e7c-b7eb-4601-85f3-cc27c1f5ff94",
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+ "metadata": {},
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+ "outputs": [
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+ {
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+ "data": {
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+ "text/html": [
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+ "<div>\n",
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+ "<style scoped>\n",
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+ " .dataframe tbody tr th:only-of-type {\n",
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+ " vertical-align: middle;\n",
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+ " }\n",
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+ "\n",
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+ " .dataframe tbody tr th {\n",
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+ " vertical-align: top;\n",
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+ " }\n",
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+ "\n",
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+ " .dataframe thead th {\n",
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+ " text-align: right;\n",
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+ " }\n",
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+ "</style>\n",
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+ "<table border=\"1\" class=\"dataframe\">\n",
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+ " <thead>\n",
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+ " <tr style=\"text-align: right;\">\n",
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+ " <th></th>\n",
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+ " <th>idx</th>\n",
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+ " <th>state</th>\n",
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+ " <th>question</th>\n",
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+ " <th>answer</th>\n",
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+ " <th>question_group</th>\n",
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+ " <th>statutes</th>\n",
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+ " <th>original_question</th>\n",
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+ " <th>caveats</th>\n",
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+ " </tr>\n",
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+ " </thead>\n",
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+ " <tbody>\n",
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+ " <tr>\n",
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+ " <th>0</th>\n",
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+ " <td>0</td>\n",
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+ " <td>Alabama</td>\n",
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+ " <td>Is there a state/territory law regulating resi...</td>\n",
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+ " <td>Yes</td>\n",
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+ " <td>69</td>\n",
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+ " <td>{'citation': ['ALA. CODE § 35-9A-141(11)'], 'e...</td>\n",
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+ " <td>Is there a state/territory law regulating resi...</td>\n",
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+ " <td>[[]]</td>\n",
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+ " </tr>\n",
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+ " <tr>\n",
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+ " <th>1</th>\n",
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+ " <td>1</td>\n",
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+ " <td>Alaska</td>\n",
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+ " <td>Is there a state/territory law regulating resi...</td>\n",
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+ " <td>Yes</td>\n",
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+ " <td>69</td>\n",
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+ " <td>{'citation': ['ALASKA STAT. § 09.45.100(A)'], ...</td>\n",
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+ " <td>Is there a state/territory law regulating resi...</td>\n",
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+ " <td>[[]]</td>\n",
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+ " </tr>\n",
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+ " <tr>\n",
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+ " <th>2</th>\n",
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+ " <td>2</td>\n",
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+ " <td>American Samoa</td>\n",
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+ " <td>Is there a state/territory law regulating resi...</td>\n",
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+ " <td>Yes</td>\n",
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+ " <td>69</td>\n",
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+ " <td>{'citation': ['AM. SAM. CODE ANN. § 43.1405'],...</td>\n",
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+ " <td>Is there a state/territory law regulating resi...</td>\n",
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+ " <td>[[]]</td>\n",
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+ " </tr>\n",
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+ " <tr>\n",
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+ " <th>3</th>\n",
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+ " <td>3</td>\n",
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+ " <td>Arizona</td>\n",
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+ " <td>Is there a state/territory law regulating resi...</td>\n",
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+ " <td>Yes</td>\n",
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+ " <td>69</td>\n",
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+ " <td>{'citation': ['ARIZONA STAT. § 33-1307'], 'exc...</td>\n",
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+ " <td>Is there a state/territory law regulating resi...</td>\n",
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+ " <td>[[]]</td>\n",
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+ " </tr>\n",
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+ " <tr>\n",
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+ " <th>4</th>\n",
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+ " <td>4</td>\n",
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+ " <td>Arkansas</td>\n",
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+ " <td>Is there a state/territory law regulating resi...</td>\n",
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+ " <td>Yes</td>\n",
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+ " <td>69</td>\n",
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+ " <td>{'citation': ['ARK. CODE § 18-17-201'], 'excer...</td>\n",
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+ " <td>Is there a state/territory law regulating resi...</td>\n",
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+ " <td>[[]]</td>\n",
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+ " </tr>\n",
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+ " </tbody>\n",
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+ "</table>\n",
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+ "</div>"
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+ ],
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+ "text/plain": [
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+ " idx state question \\\n",
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+ "0 0 Alabama Is there a state/territory law regulating resi... \n",
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+ "1 1 Alaska Is there a state/territory law regulating resi... \n",
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+ "2 2 American Samoa Is there a state/territory law regulating resi... \n",
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+ "3 3 Arizona Is there a state/territory law regulating resi... \n",
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+ "4 4 Arkansas Is there a state/territory law regulating resi... \n",
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+ "\n",
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+ " answer question_group statutes \\\n",
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+ "0 Yes 69 {'citation': ['ALA. CODE § 35-9A-141(11)'], 'e... \n",
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+ "1 Yes 69 {'citation': ['ALASKA STAT. § 09.45.100(A)'], ... \n",
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+ "2 Yes 69 {'citation': ['AM. SAM. CODE ANN. § 43.1405'],... \n",
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+ "3 Yes 69 {'citation': ['ARIZONA STAT. § 33-1307'], 'exc... \n",
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+ "4 Yes 69 {'citation': ['ARK. CODE § 18-17-201'], 'excer... \n",
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+ "\n",
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+ " original_question caveats \n",
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+ "0 Is there a state/territory law regulating resi... [[]] \n",
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+ "1 Is there a state/territory law regulating resi... [[]] \n",
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+ "2 Is there a state/territory law regulating resi... [[]] \n",
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+ "3 Is there a state/territory law regulating resi... [[]] \n",
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+ "4 Is there a state/territory law regulating resi... [[]] "
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+ ]
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+ },
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+ "execution_count": 7,
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+ "metadata": {},
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+ "output_type": "execute_result"
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+ }
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+ ],
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+ "source": [
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+ "questions = load_dataset(\"reglab/housing_qa\", \"knowledge_questions\")\n",
157
+ "questions[\"test\"].to_pandas().head(5)"
158
+ ]
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+ },
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+ {
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+ "cell_type": "markdown",
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+ "id": "c30a72f9-0ebe-4d33-abbd-e53883d04be5",
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+ "metadata": {},
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+ "source": [
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+ "# RC Questions"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": 8,
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+ "id": "92c9606a-09a5-44c6-94f2-4c9773c1a754",
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+ "metadata": {},
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+ "outputs": [
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+ {
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+ "name": "stderr",
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+ "output_type": "stream",
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+ "text": [
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+ "Downloading data: 100%|████████████████████████████████████████████████████| 987k/987k [00:00<00:00, 10.7MB/s]\n",
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+ "Generating test split: 6853 examples [00:00, 25871.49 examples/s]\n"
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+ ]
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+ },
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+ {
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+ "data": {
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+ "text/html": [
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+ "<div>\n",
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+ "<style scoped>\n",
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+ " .dataframe tbody tr th:only-of-type {\n",
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+ " vertical-align: middle;\n",
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+ " }\n",
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+ "\n",
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+ " .dataframe tbody tr th {\n",
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+ " vertical-align: top;\n",
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+ " }\n",
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+ "\n",
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+ " .dataframe thead th {\n",
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+ " text-align: right;\n",
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+ " }\n",
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+ "</style>\n",
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+ "<table border=\"1\" class=\"dataframe\">\n",
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+ " <thead>\n",
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+ " <tr style=\"text-align: right;\">\n",
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+ " <th></th>\n",
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+ " <th>idx</th>\n",
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+ " <th>state</th>\n",
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+ " <th>question</th>\n",
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+ " <th>answer</th>\n",
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+ " <th>question_group</th>\n",
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+ " <th>statutes</th>\n",
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+ " <th>original_question</th>\n",
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+ " <th>caveats</th>\n",
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+ " </tr>\n",
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+ " </thead>\n",
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+ " <tbody>\n",
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+ " <tr>\n",
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+ " <th>0</th>\n",
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+ " <td>0</td>\n",
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+ " <td>Alabama</td>\n",
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+ " <td>Is there a state/territory law regulating resi...</td>\n",
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+ " <td>Yes</td>\n",
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+ " <td>69</td>\n",
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+ " <td>{'statute_idx': [431263], 'citation': ['ALA. C...</td>\n",
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+ " <td>Is there a state/territory law regulating resi...</td>\n",
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+ " <td>[[]]</td>\n",
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+ " </tr>\n",
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+ " <tr>\n",
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+ " <th>1</th>\n",
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+ " <td>163</td>\n",
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+ " <td>Alabama</td>\n",
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+ " <td>Does the law specify a minimum number of days ...</td>\n",
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+ " <td>Yes</td>\n",
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+ " <td>23</td>\n",
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+ " <td>{'statute_idx': [431277], 'citation': ['ALA. C...</td>\n",
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+ " <td>Does the law specify a minimum number of days ...</td>\n",
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+ " <td>[[]]</td>\n",
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+ " </tr>\n",
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+ " <tr>\n",
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+ " <th>2</th>\n",
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+ " <td>237</td>\n",
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+ " <td>Alabama</td>\n",
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+ " <td>Does the law specify rebuttals available to te...</td>\n",
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+ " <td>Yes</td>\n",
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+ " <td>116</td>\n",
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+ " <td>{'statute_idx': [417060, 431274, 431280, 43127...</td>\n",
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+ " <td>Does the law specify rebuttals available to a ...</td>\n",
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+ " <td>[[]]</td>\n",
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+ " </tr>\n",
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+ " <tr>\n",
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+ " <th>3</th>\n",
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+ " <td>286</td>\n",
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+ " <td>Alabama</td>\n",
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+ " <td>In eviction proceedings, does the filing of an...</td>\n",
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+ " <td>Yes</td>\n",
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+ " <td>4</td>\n",
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+ " <td>{'statute_idx': [431286], 'citation': ['ALA. C...</td>\n",
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+ " <td>Does the filing of an appeal stay the executio...</td>\n",
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+ " <td>[[]]</td>\n",
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+ " </tr>\n",
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+ " <tr>\n",
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+ " <th>4</th>\n",
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+ " <td>353</td>\n",
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+ " <td>Alabama</td>\n",
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+ " <td>Is it specified whether a landlord waives thei...</td>\n",
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+ " <td>Yes</td>\n",
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+ " <td>201</td>\n",
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+ " <td>{'statute_idx': [431280], 'citation': ['ALA. C...</td>\n",
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+ " <td>Does a landlord waive their right to evict for...</td>\n",
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+ " <td>[[A, , l, a, n, d, l, o, r, d, , w, a, i, v,...</td>\n",
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+ " </tr>\n",
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+ " </tbody>\n",
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+ "</table>\n",
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+ "</div>"
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+ ],
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+ "text/plain": [
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+ " idx state question answer \\\n",
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+ "0 0 Alabama Is there a state/territory law regulating resi... Yes \n",
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+ "1 163 Alabama Does the law specify a minimum number of days ... Yes \n",
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+ "2 237 Alabama Does the law specify rebuttals available to te... Yes \n",
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+ "3 286 Alabama In eviction proceedings, does the filing of an... Yes \n",
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+ "4 353 Alabama Is it specified whether a landlord waives thei... Yes \n",
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+ "\n",
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+ " question_group statutes \\\n",
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+ "0 69 {'statute_idx': [431263], 'citation': ['ALA. C... \n",
283
+ "1 23 {'statute_idx': [431277], 'citation': ['ALA. C... \n",
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+ "2 116 {'statute_idx': [417060, 431274, 431280, 43127... \n",
285
+ "3 4 {'statute_idx': [431286], 'citation': ['ALA. C... \n",
286
+ "4 201 {'statute_idx': [431280], 'citation': ['ALA. C... \n",
287
+ "\n",
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+ " original_question \\\n",
289
+ "0 Is there a state/territory law regulating resi... \n",
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+ "1 Does the law specify a minimum number of days ... \n",
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+ "2 Does the law specify rebuttals available to a ... \n",
292
+ "3 Does the filing of an appeal stay the executio... \n",
293
+ "4 Does a landlord waive their right to evict for... \n",
294
+ "\n",
295
+ " caveats \n",
296
+ "0 [[]] \n",
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+ "1 [[]] \n",
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+ "2 [[]] \n",
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+ "3 [[]] \n",
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+ "4 [[A, , l, a, n, d, l, o, r, d, , w, a, i, v,... "
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+ ]
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+ },
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+ "execution_count": 8,
304
+ "metadata": {},
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+ "output_type": "execute_result"
306
+ }
307
+ ],
308
+ "source": [
309
+ "questions = load_dataset(\"reglab/housing_qa\", \"rc_questions\")\n",
310
+ "questions[\"test\"].to_pandas().head(5)"
311
+ ]
312
+ },
313
+ {
314
+ "cell_type": "markdown",
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+ "id": "692490c0-eaa3-4f88-9b25-630f6ce736a3",
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+ "metadata": {},
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+ "source": [
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+ "# Statutes"
319
+ ]
320
+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": null,
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+ "id": "b4ce7ae9-618f-4594-be69-b53a58e580e4",
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+ "metadata": {},
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+ "outputs": [
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+ {
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+ "name": "stderr",
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+ "output_type": "stream",
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+ "text": [
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+ "Downloading data: 100%|████████████████████████████████████████████████████| 732M/732M [00:27<00:00, 26.4MB/s]\n",
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+ "Generating test split: 0 examples [00:00, ? examples/s]"
333
+ ]
334
+ }
335
+ ],
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+ "source": [
337
+ "statutes = load_dataset(\"reglab/housing_qa\", \"statutes\")\n",
338
+ "statutes[\"test\"].to_pandas().head(5)"
339
+ ]
340
+ },
341
+ {
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+ "cell_type": "code",
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+ "execution_count": null,
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+ "id": "c6958462-4f76-4a2d-8a6b-f379fc70095a",
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+ "metadata": {},
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+ "outputs": [],
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+ "source": []
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+ }
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+ ],
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+ "metadata": {
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+ "kernelspec": {
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+ "display_name": "Python 3 (ipykernel)",
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+ "language": "python",
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+ "name": "python3"
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+ },
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+ "language_info": {
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+ "codemirror_mode": {
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+ "name": "ipython",
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+ "version": 3
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+ },
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+ "file_extension": ".py",
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+ "mimetype": "text/x-python",
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+ "name": "python",
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+ "nbconvert_exporter": "python",
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+ "pygments_lexer": "ipython3",
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+ "version": "3.11.4"
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+ }
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+ },
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+ "nbformat": 4,
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+ "nbformat_minor": 5
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+ }
housing_qa.py CHANGED
@@ -98,7 +98,7 @@ class HousingQA(datasets.GeneratorBasedBuilder):
98
  downloaded_file_dir = Path(dl_manager.download_and_extract(_URLS[self.config.name]))
99
  return [
100
  datasets.SplitGenerator(
101
- name=datasets.Split.TEST,
102
  gen_kwargs={
103
  "downloaded_file_dir": downloaded_file_dir,
104
  "name": self.config.name,
 
98
  downloaded_file_dir = Path(dl_manager.download_and_extract(_URLS[self.config.name]))
99
  return [
100
  datasets.SplitGenerator(
101
+ name="corpus",
102
  gen_kwargs={
103
  "downloaded_file_dir": downloaded_file_dir,
104
  "name": self.config.name,