diff --git a/egs2/TEMPLATE/asr1/scripts/utils/show_translation_result.sh b/egs2/TEMPLATE/asr1/scripts/utils/show_translation_result.sh
index c1c1bdf0882..125bc6e8910 100755
--- a/egs2/TEMPLATE/asr1/scripts/utils/show_translation_result.sh
+++ b/egs2/TEMPLATE/asr1/scripts/utils/show_translation_result.sh
@@ -1,6 +1,6 @@
 #!/usr/bin/env bash
 mindepth=0
-maxdepth=3
+maxdepth=1
 case=tc
 
 . utils/parse_options.sh
@@ -44,24 +44,27 @@ cat << EOF
 
 EOF
 
+# only show BLEU score for now
 metrics="bleu"
-
 while IFS= read -r expdir; do
     if ls "${expdir}"/*/*/score_*/result.${case}.txt &> /dev/null; then
         echo "## $(basename ${expdir})"
-        for type in $metrics; do
-                	cat << EOF
+        for type in ${metrics}; do
+            cat << EOF
+
 ### ${type^^}
 
-|dataset|bleu_score|verbose_score|
+|dataset|score|verbose_score|
 |---|---|---|
 EOF
-    data=$(echo "${expdir}"/*/*/score_*/result.${case}.txt | cut -d '/' -f4)
-    bleu=$(sed -n '5p' "${expdir}"/*/*/score_*/result.${case}.txt | cut -d ' ' -f 3 | tr -d ',')
-    verbose=$(sed -n '7p' "${expdir}"/*/*/score_*/result.${case}.txt | cut -d ' ' -f 3- | tr -d '",')
-    echo "${data}|${bleu}|${verbose}"
 
+            for result in "${expdir}"/*/*/score_"${type}"/result."${case}".txt; do
+                inference_tag=$(echo "${result}" | rev | cut -d/ -f4 | rev)
+                test_set=$(echo "${result}" | rev | cut -d/ -f3 | rev)
+                score=$(sed -n '5p' "${result}" | cut -d ' ' -f 3 | tr -d ',')
+                verbose=$(sed -n '7p' "${result}" | cut -d ' ' -f 3- | tr -d '",')
+                echo "|${inference_tag}/${test_set}|${score}|${verbose}|"
+            done
         done
     fi
-
 done < <(find ${exp} -mindepth ${mindepth} -maxdepth ${maxdepth} -type d)
diff --git a/egs2/TEMPLATE/mt1/mt.sh b/egs2/TEMPLATE/mt1/mt.sh
index 587b4ebf534..bf6996c13c8 100755
--- a/egs2/TEMPLATE/mt1/mt.sh
+++ b/egs2/TEMPLATE/mt1/mt.sh
@@ -1215,7 +1215,7 @@ if ! "${skip_eval}"; then
             detokenizer.perl -l ${tgt_lang} -q < "${_scoredir}/hyp.trn" > "${_scoredir}/hyp.trn.detok"
 
             if [ ${tgt_case} = "tc" ]; then
-                echo "Case sensitive BLEU result (single-reference)" >> ${_scoredir}/result.tc.txt
+                echo "Case sensitive BLEU result (single-reference)" > ${_scoredir}/result.tc.txt
                 sacrebleu "${_scoredir}/ref.trn.detok" \
                           -i "${_scoredir}/hyp.trn.detok" \
                           -m bleu chrf ter \
@@ -1227,7 +1227,7 @@ if ! "${skip_eval}"; then
             # detokenize & remove punctuation except apostrophe
             remove_punctuation.pl < "${_scoredir}/ref.trn.detok" > "${_scoredir}/ref.trn.detok.lc.rm"
             remove_punctuation.pl < "${_scoredir}/hyp.trn.detok" > "${_scoredir}/hyp.trn.detok.lc.rm"
-            echo "Case insensitive BLEU result (single-reference)" >> ${_scoredir}/result.lc.txt
+            echo "Case insensitive BLEU result (single-reference)" > ${_scoredir}/result.lc.txt
             sacrebleu -lc "${_scoredir}/ref.trn.detok.lc.rm" \
                       -i "${_scoredir}/hyp.trn.detok.lc.rm" \
                       -m bleu chrf ter \
@@ -1279,7 +1279,7 @@ if ! "${skip_eval}"; then
 
         # Show results in Markdown syntax
         scripts/utils/show_translation_result.sh --case $tgt_case "${mt_exp}" > "${mt_exp}"/RESULTS.md
-        cat "${cat_exp}"/RESULTS.md
+        cat "${mt_exp}"/RESULTS.md
     fi
 else
     log "Skip the evaluation stages"
diff --git a/egs2/iwslt14/mt1/run.sh b/egs2/iwslt14/mt1/run.sh
index b8567d2709a..7df3ae1d99d 100755
--- a/egs2/iwslt14/mt1/run.sh
+++ b/egs2/iwslt14/mt1/run.sh
@@ -10,7 +10,7 @@ tgt_lang=en
 
 train_set=train
 train_dev=valid
-test_set="test valid"
+test_sets="test valid"
 
 mt_config=conf/train_mt_transformer.yaml
 inference_config=conf/decode_mt.yaml
@@ -45,7 +45,7 @@ tgt_case=tc
     --inference_config "${inference_config}" \
     --train_set "${train_set}" \
     --valid_set "${train_dev}" \
-    --test_sets "${test_set}" \
+    --test_sets "${test_sets}" \
     --src_bpe_train_text "data/${train_set}/text.${src_case}.${src_lang}" \
     --tgt_bpe_train_text "data/${train_set}/text.${tgt_case}.${tgt_lang}" \
     --lm_train_text "data/${train_set}/text.${tgt_case}.${tgt_lang}" "$@"