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| <title>Attribution Explanations in TableQA</title> | |
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| <h1>Understanding Attribution Explanations</h1> | |
| <p> | |
| Attribution explanations highlight specific parts of a table—such as rows, columns, or cells—that are most relevant to the answer provided by a TableQA system. These explanations help you understand which data points the system considered important when generating the answer. | |
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| <h2>Example: 1947 Kentucky Wildcats Football Team</h2> | |
| <p> | |
| Statement to verify: "The Wildcats kept the opposing team scoreless in four games." | |
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| <table> | |
| <tr> | |
| <th>Game</th> | |
| <th>Date</th> | |
| <th>Opponent</th> | |
| <th>Result</th> | |
| <th>Wildcats Points</th> | |
| <th>Opponents</th> | |
| <th>Record</th> | |
| </tr> | |
| <tr> | |
| <td>1</td> | |
| <td>9999-09-20</td> | |
| <td>Ole Miss</td> | |
| <td>Loss</td> | |
| <td>7</td> | |
| <td>14</td> | |
| <td>0 - 1</td> | |
| </tr> | |
| <tr class="highlight"> | |
| <td>2</td> | |
| <td>9999-09-27</td> | |
| <td>Cincinnati</td> | |
| <td>Win</td> | |
| <td>20</td> | |
| <td class="highlight">0</td> | |
| <td>1 - 1</td> | |
| </tr> | |
| <tr class="highlight"> | |
| <td>4</td> | |
| <td>9999-10-11</td> | |
| <td>9 Georgia</td> | |
| <td>Win</td> | |
| <td>26</td> | |
| <td class="highlight">0</td> | |
| <td>3 - 1 , 20</td> | |
| </tr> | |
| <tr class="highlight"> | |
| <td>5</td> | |
| <td>9999-10-18</td> | |
| <td>10 Vanderbilt</td> | |
| <td>Win</td> | |
| <td>14</td> | |
| <td class="highlight">0</td> | |
| <td>4 - 1 , 14</td> | |
| </tr> | |
| <tr class="highlight"> | |
| <td>9</td> | |
| <td>9999-11-15</td> | |
| <td>Evansville</td> | |
| <td>Win</td> | |
| <td>36</td> | |
| <td class="highlight">0</td> | |
| <td>7 - 2</td> | |
| </tr> | |
| </table> | |
| <p> | |
| In this example, the TableQA system has highlighted specific rows and cells to explain its reasoning: | |
| </p> | |
| <ul style="text-align: left;"> | |
| <li>The entire rows for games 2, 4, 5, and 9 are highlighted in yellow.</li> | |
| <li>Within these rows, the "Opponents" column cells containing "0" are highlighted with a deeper yellow.</li> | |
| </ul> | |
| <p> | |
| These highlights indicate that the system identified four games where the opposing team did not score, verifying the statement as true. By highlighting these cells, the system is showing us the exact data points it used in its decision-making process. | |
| </p> | |
| <p> | |
| During the experiment, you will compare different methods that provide these types of explanations. Your task will be to evaluate which explanations are most clear and helpful in understanding the system's reasoning. | |
| </p> | |
| <button onclick="location.href='{{ url_for('index') }}'">Proceed to Experiment</button> | |
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