diff --git a/.gitignore b/.gitignore
index ead4f562..676e1d44 100644
--- a/.gitignore
+++ b/.gitignore
@@ -22,8 +22,6 @@ text/.DS_Store
 src/
 workdir/
 *save*/
-tests/dataset-*
-tests/dataset/*
 
 
 # C extensions
diff --git a/tests/dataset/paraphrasing/dev.tsv b/tests/dataset/paraphrasing/dev.tsv
new file mode 100644
index 00000000..24a896da
--- /dev/null
+++ b/tests/dataset/paraphrasing/dev.tsv
@@ -0,0 +1,10 @@
+elvis, i heard you assaulted an innocent immigrant who recognizes norwegian culture here.	elvis, i heard you attacked an innocent class of immigrants here to learn about norwegian culture.
+you decide, i don't care !	you decide, i don't mind.
+he took another beer, took a sip.	he got another beer, drank some of it.
+i've been awake for hours.	i've been up for hours, working.
+i looked at wallace and said :	i looked at wallace and i said,
+send postcard calw - marktplatz	send link to calw - marktplatz webcam
+but don't ever say i don't like holidays.	but don't you ever say i don't care about summer vacation...
+but he doesn't specialise in them for an absolute advantage.	but it is not because of that absolute advantage that he is specializing in it.
+we have to start from the beginning.	we'll have to start from scratch, then.
+we weren't able to pinpoint the date or time, but there's no sign of burglary or intrusion.	we haven't been able to establish a date or time, but there is no sign of breaking or entering.
\ No newline at end of file
diff --git a/tests/dataset/paraphrasing/train.tsv b/tests/dataset/paraphrasing/train.tsv
new file mode 100644
index 00000000..eeb5399d
--- /dev/null
+++ b/tests/dataset/paraphrasing/train.tsv
@@ -0,0 +1,10 @@
+i have no doubt that you are the right people for this job, but we have to justify it to the ministry.	there's no doubt in my mind that this is the right group of men but we still have to prove it to the ministry.
+the protectors of intelligence, along with empathize teela brown : could sense their death.	protector intelligence and teela brown empathy : she could feel their deaths.
+the whole team went down.	the team were coming over.
+and you have nowhere to go, danny?	and have you no one to go to, danny?
+`` several times over the course of the last few days, you nearly lost your life.	`` several times in the last couple of days you yourself were almost killed.
+dr. cheevere, maybe you can bring us your research.	dr. cheever, perhaps you can update us on the research.
+lucy beat up kids, too.	i mean, lucy hit kids, too.
+buyers were mostly sellers of vehicles in portugal.	the buyers were, for the most part, car dealers established in portugal.
+to return or reject the change, choose edit - back.	to reverse the acceptance or rejection of a change, choose undo on the edit menu.
+the main thing is the free market and you are a part of it.	it's the free market. you're part of it.
\ No newline at end of file