diff --git a/.travis.yml b/.travis.yml
index e98ce07..2bb6b76 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -12,7 +12,7 @@ matrix:
 
 install:
   - python setup.py -q install
-  - pip install pylint pydocstyle pytest pytest-cov coveralls
+  - pip install pylint pydocstyle pytest pytest-cov==2.5.0 coveralls
 
 script:
   - python -m pytest --cov=pyfn tests/
diff --git a/scripts/frameid.embed.sh b/scripts/frameid.embed.sh
new file mode 100644
index 0000000..a8b469a
--- /dev/null
+++ b/scripts/frameid.embed.sh
@@ -0,0 +1,145 @@
+#!/bin/bash
+
+source "$(dirname "${BASH_SOURCE[0]}")/setup.sh"
+
+show_help() {
+cat << EOF
+Usage: ${0##*/} [-h] -m {train,decode} -x XP_NUM [-p {semafor,open-sesame}]
+Perform frame identification.
+
+  -h, --help                            display this help and exit
+  -m, --mode                            train on all models or decode using a single model
+  -x, --xp       XP_NUM                 xp number written as 3 digits (e.g. 001)
+  -p, --parser   {semafor,open-sesame}  formalize decoded frames for specified parser
+  -e, --embed                           name of embeddings to use
+EOF
+}
+
+is_xp_set=FALSE
+is_mode_set=FALSE
+is_parser_set=FALSE
+is_embed_set=FALSE
+
+while :; do
+    case $1 in
+        -h|-\?|--help)
+            show_help
+            exit
+            ;;
+        -x|--xp)
+            if [ "$2" ]; then
+                is_xp_set=TRUE
+                xp="xp_$2"
+                shift
+            else
+                die "ERROR: '--xp' requires a non-empty option argument"
+            fi
+            ;;
+        -m|--mode)
+            if [ "$2" ]; then
+                is_mode_set=TRUE
+                mode=$2
+                shift
+            else
+                die "ERROR: '--mode' requires a non-empty option argument"
+            fi
+            ;;
+        -p|--parser)
+            if [ "$2" ]; then
+                is_parser_set=TRUE
+                parser=$2
+                shift
+            else
+                die "ERROR: '--parser' requires a non-empty option argument"
+            fi
+            ;;
+        -e|--embed)
+            if [ "$2" ]; then
+                is_embed_set=TRUE
+                embed=$2
+                shift
+            else
+                die "ERROR: '--embed' requires a non-empty option argument"
+            fi
+            ;;
+        --)
+            shift
+            break
+            ;;
+        -?*)
+            printf 'WARN: Unknown option (ignored): %s\n' "$1" >&2
+            ;;
+        *)
+            break
+    esac
+    shift
+done
+
+if [ "${is_xp_set}" = FALSE ]; then
+    die "ERROR: '--xp' parameter is required."
+fi
+
+if [ "${is_mode_set}" = FALSE ]; then
+    die "ERROR: '--mode' parameter is required."
+fi
+
+prepare() {
+  echo "Preparing files for frame identification..."
+
+  mkdir ${XP_DIR}/${xp}/frameid 2> /dev/null
+  mkdir ${XP_DIR}/${xp}/frameid/data 2> /dev/null
+  mkdir ${XP_DIR}/${xp}/frameid/data/embeddings 2> /dev/null
+  mkdir ${XP_DIR}/${xp}/frameid/data/corpora 2> /dev/null
+  mkdir ${XP_DIR}/${xp}/frameid/data/lexicons 2> /dev/null
+
+  cp ${XP_DIR}/${xp}/data/test.frames ${XP_DIR}/${xp}/frameid/data/corpora/
+  cp ${XP_DIR}/${xp}/data/test.sentences.conllx ${XP_DIR}/${xp}/frameid/data/corpora/
+  cp ${XP_DIR}/${xp}/data/train.frame.elements ${XP_DIR}/${xp}/frameid/data/corpora/
+  cp ${XP_DIR}/${xp}/data/train.sentences.conllx.flattened ${XP_DIR}/${xp}/frameid/data/corpora/
+
+  cp ${RESOURCES_DIR}/${embed} ${XP_DIR}/${xp}/frameid/data/embeddings/
+
+  mv ${XP_DIR}/${xp}/frameid/data/corpora/test.frames ${XP_DIR}/${xp}/frameid/data/corpora/test.frame.elements
+
+  bash ${SCRIPTS_DIR}/flatten.sh -f ${XP_DIR}/${xp}/frameid/data/corpora/test.sentences.conllx
+
+  python3 ${SIMFRAMEID_HOME}/generate.py ${XP_DIR}/${xp}/frameid/data/corpora/train.frame.elements ${XP_DIR}/${xp}/frameid/data/lexicons/fn_lexicon
+
+  echo "Done"
+}
+
+if [ "${mode}" = train ]; then
+  prepare
+  echo "Training frame identification on all models..."
+  python ${SIMFRAMEID_HOME}/simpleFrameId/main.py train ${XP_DIR}/${xp}/frameid ${embed}
+  echo "Done"
+fi
+
+if [ "${mode}" = decode ]; then
+  if [ "${is_parser_set}" = FALSE ]; then
+      die "ERROR: '--parser' parameter is required."
+  fi
+  case "${parser}" in
+      semafor )
+          ;;   #fallthru
+      open-sesame )
+          ;;   #fallthru
+      * )
+          die "Invalid frame semantic parser '${parser}': Should be 'semafor' or 'open-sesame'"
+  esac
+  prepare
+  echo "Predicting frames..."
+  python ${SIMFRAMEID_HOME}/simpleFrameId/main.py decode ${XP_DIR}/${xp}/frameid ${embed}
+  echo "Done"
+  if [ "${parser}" = semafor ]; then
+    cut -f 1-3 ${XP_DIR}/${xp}/data/test.frames > ${XP_DIR}/${xp}/data/test.frames.cut.1.txt
+    cut -f 5-8 ${XP_DIR}/${xp}/data/test.frames > ${XP_DIR}/${xp}/data/test.frames.cut.2.txt
+    paste ${XP_DIR}/${xp}/data/test.frames.cut.1.txt ${XP_DIR}/${xp}/frameid/test.frames.predicted ${XP_DIR}/${xp}/data/test.frames.cut.2.txt | perl -pe "s/^\t+$//g" | cat -s > ${XP_DIR}/${xp}/data/test.frames
+    rm ${XP_DIR}/${xp}/data/test.frames.cut.1.txt
+    rm ${XP_DIR}/${xp}/data/test.frames.cut.2.txt
+  fi
+  if [ "${parser}" = open-sesame ]; then
+    python3 CoNLLizer.py merger -c ${XP_DIR}/${xp}/data/test.bios.semeval -P ${XP_DIR}/${xp}/frameid/test.frames.predicted -n 14 -N 1 > ${XP_DIR}/${xp}/data/test.bios.semeval.merged
+    mv ${XP_DIR}/${xp}/data/test.bios.semeval.merged ${XP_DIR}/${xp}/data/test.bios.semeval
+  fi
+fi
diff --git a/scripts/open-sesame.embed.sh b/scripts/open-sesame.embed.sh
new file mode 100644
index 0000000..ac28357
--- /dev/null
+++ b/scripts/open-sesame.embed.sh
@@ -0,0 +1,170 @@
+#!/bin/bash
+
+source "$(dirname "${BASH_SOURCE[0]}")/setup.sh"
+
+show_help() {
+cat << EOF
+Usage: ${0##*/} [-h] -m {train,decode} -x XP_NUM [-s {dev,test}] [-d] [-u]
+Train or decode with the OPEN-SESAME parser.
+
+  -h, --help                              display this help and exit
+  -m, --mode              {train,decode}  open-sesame mode to use: train or decode
+  -x, --xp                XP_NUM          xp number written as 3 digits (e.g. 001)
+  -s, --splits            {dev,test}      which splits to use in decode mode: dev or test
+  -d, --with_dep_parses                   if specified, parser will use dependency parses
+  -u, --with_hierarchy                    if specified, parser will use the hierarchy feature
+  -e, --embed                             name of embeddings to use
+EOF
+}
+
+is_mode_set=FALSE
+is_xp_set=FALSE
+is_splits_set=FALSE
+with_dep_parses=FALSE
+is_embed_set=FALSE
+
+while :; do
+    case $1 in
+        -h|-\?|--help)
+            show_help
+            exit
+            ;;
+        -m|--mode)
+            if [ "$2" ]; then
+                is_mode_set=TRUE
+                mode=$2
+                shift
+            else
+                die "ERROR: '--mode' requires a non-empty option argument"
+            fi
+            ;;
+        -x|--xp)
+            if [ "$2" ]; then
+                is_xp_set=TRUE
+                xp="xp_$2"
+                shift
+            else
+                die "ERROR: '--xpdir' requires a non-empty option argument"
+            fi
+            ;;
+        -s|--splits)
+            if [ "$2" ]; then
+                is_splits_set=TRUE
+                splits=$2
+                shift
+            else
+                die "ERROR: '--splits' requires a non-empty option argument"
+            fi
+            ;;
+        -d|--with_dep_parses)
+            with_dep_parses=TRUE
+            ;;
+        -e|--embed)
+            if [ "$2" ]; then
+                is_embed_set=TRUE
+                embed=$2
+                shift
+            else
+                die "ERROR: '--embed' requires a non-empty option argument"
+            fi
+            ;;
+        --)
+            shift
+            break
+            ;;
+        -?*)
+            printf 'WARN: Unknown option (ignored): %s\n' "$1" >&2
+            ;;
+        *)
+            break
+    esac
+    shift
+done
+
+if [ "${is_mode_set}" = FALSE ]; then
+    die "ERROR: '--mode' parameter is required"
+fi
+
+if [ "${is_xp_set}" = FALSE ]; then
+    die "ERROR: '--xp' parameter is required"
+fi
+
+case "${mode}" in
+    train )
+        ;;
+    decode )
+        ;;
+    * )
+        die "Invalid mode '${mode}': should be 'train' or 'decode'"
+esac
+
+if [ "${mode}" = decode ]; then
+  if [ "${is_splits_set}" = FALSE ]; then
+      die "ERROR: '--splits' parameter is required for decoding"
+  fi
+  case "${splits}" in
+      dev )
+          ;;
+      test )
+          ;;
+      * )
+          die "Invalid splits '${splits}': should be 'dev' or 'test'"
+  esac
+fi
+
+mkdir ${XP_DIR}/${xp}/model 2> /dev/null
+
+postprocess_decoded_file() {
+  BIOS_FILE=$1
+  DECODED_FILE=$2
+  OUTPUT_TMP_DIR="/tmp/biospost"
+
+  rm -rf $OUTPUT_TMP_DIR 2> /dev/null
+  mkdir $OUTPUT_TMP_DIR 2> /dev/null
+
+  cut -f 1-14 ${BIOS_FILE} > ${OUTPUT_TMP_DIR}/cut.1.txt
+  cut -f 15 ${DECODED_FILE} > ${OUTPUT_TMP_DIR}/cut.2.txt
+
+  paste ${OUTPUT_TMP_DIR}/cut.1.txt ${OUTPUT_TMP_DIR}/cut.2.txt  | perl -pe "s/^\t+$//g" | cat -s > ${DECODED_FILE}
+
+  rm -rf $OUTPUT_TMP_DIR;
+}
+
+if [ "${mode}" = train ]; then
+  if [ "${with_dep_parses}" = TRUE ]; then
+    python ${OPEN_SESAME_HOME}/src/segrnn-argid.py \
+      --model ${XP_DIR}/${xp}/model/segrnn.argid.model \
+      --trainf ${XP_DIR}/${xp}/data/train.bios \
+      --devf ${XP_DIR}/${xp}/data/dev.bios \
+      --vecf ${RESOURCES_DIR}/${embed} \
+      --syn dep
+  fi
+  if [ "${with_dep_parses}" = FALSE ]; then
+    python ${OPEN_SESAME_HOME}/src/segrnn-argid.py \
+      --model ${XP_DIR}/${xp}/model/segrnn.argid.model \
+      --trainf ${XP_DIR}/${xp}/data/train.bios \
+      --devf ${XP_DIR}/${xp}/data/dev.bios \
+      --vecf ${RESOURCES_DIR}/${embed}
+  fi
+fi
+
+if [ "${mode}" = decode ]; then
+  if [ "${with_dep_parses}" = TRUE ]; then
+    python ${OPEN_SESAME_HOME}/src/segrnn-argid.py \
+      --mode test \
+      --model ${XP_DIR}/${xp}/model/segrnn.argid.model \
+      --trainf ${XP_DIR}/${xp}/data/train.bios \
+      --testf ${XP_DIR}/${xp}/data/${splits}.bios.semeval \
+      --vecf ${RESOURCES_DIR}/${embed} \
+      --syn dep
+  fi
+  if [ "${with_dep_parses}" = FALSE ]; then
+    python ${OPEN_SESAME_HOME}/src/segrnn-argid.py \
+      --mode test \
+      --model ${XP_DIR}/${xp}/model/segrnn.argid.model \
+      --trainf ${XP_DIR}/${xp}/data/train.bios \
+      --testf ${XP_DIR}/${xp}/data/${splits}.bios.semeval \
+      --vecf ${RESOURCES_DIR}/${embed}
+  fi
+    postprocess_decoded_file ${XP_DIR}/${xp}/data/${splits}.bios.semeval ${XP_DIR}/${xp}/data/${splits}.bios.semeval.decoded
+fi
diff --git a/setup.py b/setup.py
index 5cbb393..a841012 100644
--- a/setup.py
+++ b/setup.py
@@ -16,7 +16,7 @@
     author_email='akb@3azouz.net',
     long_description=long_description,
     long_description_content_type='text/markdown',
-    version='1.2.6',
+    version='1.3.0',
     url='https://gitlab.com/akb89/pyfn',
     download_url='https://pypi.org/project/pyfn/#files',
     license='MIT',