diff --git a/README.md b/README.md
index e588191..cf7a3e5 100644
--- a/README.md
+++ b/README.md
@@ -41,52 +41,52 @@ Additionally, it supports Query Expansion and Proximity-based (DFRD) search, by
 
 (BM25)
 
-	python run.py search  --repo osirrc2019/terrier --tag v0.1.5 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=bm25
+	python run.py search  --repo osirrc2019/terrier --tag v0.1.6 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=bm25
 
 (BM25 + query expansion)
 
-	python run.py search  --repo osirrc2019/terrier --tag v0.1.5 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=bm25_qe
+	python run.py search  --repo osirrc2019/terrier --tag v0.1.6 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=bm25_qe
 
 (BM25 + Proximity)
 
-	python run.py search  --repo osirrc2019/terrier --tag v0.1.5 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=bm25_prox
+	python run.py search  --repo osirrc2019/terrier --tag v0.1.6 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=bm25_prox
 
 (BM25 + Proximity + query expansion)
 
-	python run.py search  --repo osirrc2019/terrier --tag v0.1.5 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=bm25_prox_qe
+	python run.py search  --repo osirrc2019/terrier --tag v0.1.6 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=bm25_prox_qe
 
 (PL2)
 
-	python run.py search  --repo osirrc2019/terrier --tag v0.1.5 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=pl2
+	python run.py search  --repo osirrc2019/terrier --tag v0.1.6 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=pl2
 
 (PL2 + query expansion)
 
-	python run.py search  --repo osirrc2019/terrier --tag v0.1.5 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=pl2_qe
+	python run.py search  --repo osirrc2019/terrier --tag v0.1.6 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=pl2_qe
 
 (PL2 + Proximity)
 
-	python run.py search  --repo osirrc2019/terrier --tag v0.1.5 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=pl2_prox
+	python run.py search  --repo osirrc2019/terrier --tag v0.1.6 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=pl2_prox
 
 (PL2 + Proximity + query expansion)
 
-	python run.py search  --repo osirrc2019/terrier --tag v0.1.5 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=pl2_prox_qe
+	python run.py search  --repo osirrc2019/terrier --tag v0.1.6 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=pl2_prox_qe
 
 
 (DPH)
 
-	python run.py search  --repo osirrc2019/terrier --tag v0.1.5 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=dph
+	python run.py search  --repo osirrc2019/terrier --tag v0.1.6 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=dph
 	
 (DPH + query expansion)
 
-	python run.py search  --repo osirrc2019/terrier --tag v0.1.5 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=dph_qe
+	python run.py search  --repo osirrc2019/terrier --tag v0.1.6 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=dph_qe
 
 (DPH + Proximity)
 
-	python run.py search  --repo osirrc2019/terrier --tag v0.1.5 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=dph_prox
+	python run.py search  --repo osirrc2019/terrier --tag v0.1.6 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=dph_prox
 	
 (DPH + Proximity + query expansion)
 
-	python run.py search  --repo osirrc2019/terrier --tag v0.1.5 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=dph_prox_qe
+	python run.py search  --repo osirrc2019/terrier --tag v0.1.6 --collection robust04  --topic topics/topics.robust04.txt --qrels qrels/qrels.robust04.txt   --output /tmp/runs --opts config=dph_prox_qe
 
 **NOTE:** for running DFRD (Proximity-based model), the index must be build using the `--opts=block.index=true` param