Diferencias

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--- materias:pln:2019:teoricos [2019/08/01 22:54] – [5ta clase: 25 de marzo] francolq
+++ materias:pln:2019:teoricos [2019/09/20 10:59] (actual) – francolq
@@ Línea 11: / Línea 11: @@
   * [[http://web.stanford.edu/class/cs224n/|Natural Language Processing with Deep Learning (Chris Manning, Stanford, 2019)]] ([[https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1184/|Winter 2018]], [[https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1174/|Winter 2017]])
     * **[[https://www.youtube.com/playlist?list=PL3FW7Lu3i5Jsnh1rnUwq_TcylNr7EkRe6|Video Lectures (2017)]]**
+    * **[[https://www.youtube.com/playlist?list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z|Video Lectures (2019)]]**
   * [[http://www.cs.columbia.edu/~cs4705/|Natural Language Processing (Michael Collins, Columbia, 2013)]]
     * **[[http://academictorrents.com/details/8a8f93e18dd6c46c48ee2936ed500b1ff4cc9175|Torrent]]**
@@ Línea 192: / Línea 193: @@
 ===== 14va clase: 6 de mayo =====
+{{:materias:pln:2019:deepmeme.png?direct&400|}}
   * Introducción a Redes Neuronales:
-    * [[https://www.youtube.com/watch?v=8CWyBNX6eDo&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=3|Neural Networks]]
+    * [[https://www.youtube.com/watch?v=8CWyBNX6eDo&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=3|Neural Networks (cs224n lecture 3)]]
-    * [[https://www.youtube.com/watch?v=yLYHDSv-288&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=4|Backpropagation]]
+    * [[https://www.youtube.com/watch?v=yLYHDSv-288&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=4|Backpropagation (cs224n lecture 4)]]
 ===== 15va clase: 9 de mayo =====
@@ Línea 207: / Línea 210: @@
   * Redes Neuronales Recurrentes:
-    * [[https://www.youtube.com/watch?v=iWea12EAu6U&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=6|Language Models and RNNs]]
+    * [[https://www.youtube.com/watch?v=iWea12EAu6U&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=6|Language Models and RNNs (cs224n lecture 6)]]
-    * [[https://www.youtube.com/watch?v=QEw0qEa0E50&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=7|Vanishing Gradients, Fancy RNNs]]
+    * [[https://www.youtube.com/watch?v=QEw0qEa0E50&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=7|Vanishing Gradients, Fancy RNNs (cs224n lecture 7)]]
   * Links:
@@ Línea 217: / Línea 220: @@
   * Traducción Automática y modelos "sequence to sequence":
-    * [[https://www.youtube.com/watch?v=XXtpJxZBa2c&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=8| Translation, Seq2Seq, Attention]]
+    * [[https://www.youtube.com/watch?v=XXtpJxZBa2c&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=8| Translation, Seq2Seq, Attention (cs224n lecture 8)]]
+===== 20 y 23 de mayo =====
+Semana de mayo sin clases teóricas.
+===== 18va clase: 27 de mayo =====
+  * [[https://www.youtube.com/watch?v=fyqm8fRDgl0&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=10|Practical Tips for Projects (cs224n lecture 9)]]
+===== 19na clase: 30 de mayo =====
+  * [[https://www.youtube.com/watch?v=yIdF-17HwSk&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=11|Question Answering (cs224n lecture 10)]]
+===== 20va clase: 3 de junio =====
+  * [[https://www.youtube.com/watch?v=EAJoRA0KX7I&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=12|Convolutional Networks for NLP (cs224n lecture 11)]]
+===== 21va clase: 6 de junio =====
+  * [[https://www.youtube.com/watch?v=S-CspeZ8FHc&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=14|Contextual Word Embeddings (cs224n lecture 13)]]
+  * Links:
+    * [[http://nlp.seas.harvard.edu/2018/04/03/attention.html|The Annotated Transformer]] (Alexander Rush)
+===== 10 de junio =====
+No hubo (profesor lesionado).
+===== 22va clase: 13 de junio =====
+  * [[https://www.youtube.com/watch?v=3wWZBGN-iX8&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=21|Future of NLP + Deep Learning (cs224n lecture 20)]]
+===== 17 y 20 de junio =====
+¡Feriados y fin de clases!