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 # Evaluating cross-lingual textual similarity on dictionary alignment
-This repository contains the scripts to prepare the resources for the study as well as open source implementations of the methods. Word Mover's Distance and Sinkhorn implementations are extended from [Cross-lingual retrieval with Wasserstein distance](https://github.com/balikasg/WassersteinRetrieval).
+This repository contains the scripts to prepare the resources as well as open source implementations of the methods. Word Mover's Distance and Sinkhorn implementations are extended from [Cross-lingual retrieval with Wasserstein distance](https://github.com/balikasg/WassersteinRetrieval).
 ## Requirements
 - Python 3

diff --git a/README.md b/README.md index ea0c2ba..b67290c 100644 --- a/README.md +++ b/README.md
@@ -1,6 +1,6 @@
1	# Evaluating cross-lingual textual similarity on dictionary alignment	1	# Evaluating cross-lingual textual similarity on dictionary alignment
2		2
3	This repository contains the scripts to prepare the resources for the study as well as open source implementations of the methods. Word Mover's Distance and Sinkhorn implementations are extended from [Cross-lingual retrieval with Wasserstein distance](https://github.com/balikasg/WassersteinRetrieval).	3	This repository contains the scripts to prepare the resources as well as open source implementations of the methods. Word Mover's Distance and Sinkhorn implementations are extended from [Cross-lingual retrieval with Wasserstein distance](https://github.com/balikasg/WassersteinRetrieval).
4		4
5	## Requirements	5	## Requirements
6	- Python 3	6	- Python 3