Update seq2seq_translation_tutorial.py

jspisak · web-flow · commit efa90dafaec1 · 2019-08-04T22:12:25.000-07:00
Updated link to the paper on Teacher Forcing: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.378.4095&rep=rep1&type=pdf
diff --git a/intermediate_source/seq2seq_translation_tutorial.py b/intermediate_source/seq2seq_translation_tutorial.py
@@ -521,7 +521,7 @@ def tensorsFromPair(pair):
 # each next input, instead of using the decoder's guess as the next input.
 # Using teacher forcing causes it to converge faster but `when the trained
 # network is exploited, it may exhibit
-# instability <http://minds.jacobs-university.de/sites/default/files/uploads/papers/ESNTutorialRev.pdf>`__.
+# instability <http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.378.4095&rep=rep1&type=pdf>`__.
 #
 # You can observe outputs of teacher-forced networks that read with
 # coherent grammar but wander far from the correct translation -

Original file line number	Diff line number	Diff line change
`@@ -521,7 +521,7 @@ def tensorsFromPair(pair):`
`521`	`521`	`# each next input, instead of using the decoder's guess as the next input.`
`522`	`522`	# Using teacher forcing causes it to converge faster but `when the trained
`523`	`523`	`# network is exploited, it may exhibit`
`524`		-# instability <http://minds.jacobs-university.de/sites/default/files/uploads/papers/ESNTutorialRev.pdf>`__.
	`524`	+# instability <http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.378.4095&rep=rep1&type=pdf>`__.
`525`	`525`	`#`
`526`	`526`	`# You can observe outputs of teacher-forced networks that read with`
`527`	`527`	`# coherent grammar but wander far from the correct translation -`