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changed lecture dates
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vijetadeshpande committed Jan 16, 2024
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Expand Up @@ -64,93 +64,93 @@ <h3>Class schedule</h3>
</thead>
<tbody>
<tr>
<td>1/19</td>
<td>1/17</td>
<td>Week 1: Intro to NLP</td>
<td><a href="lectures/lecture1.pdf">Lecture 1</a></td>
<td></td>
</tr>
<tr>
<td>1/26</td>
<td>1/24</td>
<td>Week 2: Lexical embeddings</td>
<td><a href="lectures/lecture2.pdf">Lecture 2</a></td>
<td><a href="homeworks/hw_1_linear_classifier.ipynb">Homework #1</a></td>
</tr>
<tr>
<td>2/2</td>
<td>1/31</td>
<td>Week 3: Neural networks 101</td>
<td><a href="https://docs.google.com/presentation/d/1yGy4j22QhUh_H6_YhuNdlILxbqSeNqpW8YDnNDQg-N4/edit#slide=id.p">Lecture 3</td>
<td><a href="homeworks/homework2_word2vec.ipynb">Homework #2: Word2vec.</a></td>
</tr>
<tr>
<td>2/9</td>
<td>2/7</td>
<td>Week 4: Neural networks 201</td>
<td><a href="https://docs.google.com/presentation/d/1udp4keW7nMRbk1qxSNN7iZOTHcuogT6i0RAFr6Lw1u0">Lecture 4</a></td>
<td><a href="https://forms.gle/DSoju13ZH1gQCzBU7">Python code style quiz</a>, due TBA<br/>
<a href="homeworks/hw3_neural_networks_numpy.zip">Homework #3</a>, due TBA</td>
</tr>
<tr>
<td>2/16</td>
<td>2/14</td>
<td>Week 5: Neural networks 301</br>(activation functions and initializations)</td>
<td><a href="https://docs.google.com/presentation/d/1yEZEEXhq6wkJ_I27dQl-zlajgXOWs9DVAiptUx1BFTo/edit?usp=sharing">Lecture 5</a><br/>
<a href="https://colab.research.google.com/drive/1x_p9s8VAU1WOfvrLcEnBJ39xQFRY_WEi?usp=sharing">Notebook</a></td>
<td></td>
</tr>
<tr>
<td>2/24</td>
<td>2/21</td>
<td>Week 6: Attention mechanism</td>
<td><a href="https://docs.google.com/presentation/d/1583fQNYaE_t0Nk24E2vTZrDCDRHrKefUSVf0H8W5owU/edit#slide=id.p">Lecture 6</a></td>
<td></td>
</tr>
<tr>
<td>3/2</td>
<td>2/28</td>
<td>Week 7: Sequence-to-sequence models</td>
<td><a href="https://docs.google.com/presentation/d/1lnJsuFsy2awctvt0KjtZ1orDrxTcSBJyJhJDriQeHlM/edit#slide=id.p">Lecture 7</a></td>
<td></td>
</tr>
<tr>
<td>3/9</td>
<td>3/6</td>
<td>No class -- Spring recess</td>
<td></td>
<td></td>
</tr>
<tr>
<td>3/16</td>
<td>3/13</td>
<td>Week 8: Transfer learning in NLP</td>
<td><a href="https://docs.google.com/presentation/d/1ou0UZ_9_AkRhXOhzIA7v8Sxx2g8MnHEr_taePF_Fvwk/edit#slide=id.p">Lecture 8</a></td>
<td></td>
</tr>
<tr>
<td>3/24</td>
<td>3/20</td>
<td>Week 9: Pre-training variants</td>
<td><a href="https://docs.google.com/presentation/d/1qQlNMn_-9W_2johTZHvScR3jJP4-XaOL8BXm1IJRCbQ/edit#slide=id.p">Lecture 9</a></td>
<td></td>
</tr>
<tr>
<td>3/30</td>
<td>3/27</td>
<td>Week 10: Effects of scale in NLP</td>
<td><a href="https://docs.google.com/presentation/d/1Go06IuRM6b591wIORoqGP5okADmG2wIRBuHd9uP2Tz4/edit#slide=id.p">Lecture 10</a></td>
<td></td>
</tr>
<tr>
<td>4/6</td>
<td>4/3</td>
<td>Week 11: Long context*</td>
<td><a href="https://docs.google.com/presentation/d/19AZr6Jc3RZnsbFjEiqHQXImuXyLjxRTfTFSQ6CfGHeU/edit#slide=id.p">Lecture 11</a></td>
<td></td>
</tr>
<tr>
<td>4/13</td>
<td>4/10</td>
<td>Week 12: Alignment*</td>
<td><a href="https://docs.google.com/presentation/d/1bgOL5pzrfxd8ABZxGTRuNOxpMy7b58ytBxOh0cd6eGE/edit#slide=id.p">Lecture 12</a></td>
<td></td>
</tr>
<tr>
<td>4/20</td>
<td>4/17</td>
<td>Week 13: Multimodal models*</td>
<td><a href="https://docs.google.com/presentation/d/1lEAS8VaogfMCs8F44uNDzQ6e84aFUzAYxeZN3cxO8tQ/edit#slide=id.p">Lecture 13</a></td>
<td></td>
</tr>
<tr>
<td>4/27</td>
<td>4/24</td>
<td>Week 14</td>
<td><a href="">Lecture 14</a></td>
<td></td>
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