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Update lstm.md #2500

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Update lstm.md #2500

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Update lstm.md 
Rearrange the order of the words to improve clarity

Original: "Hochreiter had articulated this problem __as early as in his 1991 masters thesis__, although the results were not widely known because the thesis was written in German. "

Changed to: "Hochreiter had articulated this problem __as early as 1991 in his masters thesis__, although the results were not widely known because the thesis was written in German. "
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@cx-olquinjica
cx-olquinjica authored May 25, 2023
commit 13e3c8fa771da8455f925823b37d51e08dc1d19c
2 changes: 1 addition & 1 deletion chapter_recurrent-modern/lstm.md
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Expand Up @@ -9,7 +9,7 @@ became salient, with Bengio and Hochreiter
discussing the problem
:cite:`bengio1994learning,Hochreiter.Bengio.Frasconi.ea.2001`.
Hochreiter had articulated this problem as early
as in his 1991 masters thesis, although the results
as 1991 in his masters thesis, although the results
were not widely known because the thesis was written in German.
While gradient clipping helps with exploding gradients,
handling vanishing gradients appears
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