--- a
+++ b/scripts/experiments_all.sh
@@ -0,0 +1,31 @@
+#!/bin/bash
+# Use this script to execute all experiments for a single corpus
+# Evaluation output will be in output/evaluation/<CORPUS>/summary{train,dev,test}.csv
+
+CORPUS=ons # (ons|i2b2|nursing)
+
+conda activate deidentify
+
+# Disable MKL multithreading as it will actually slow down spaCy tokenization
+export MKL_NUM_TRHEADS=1
+
+# DEDUCE, only if on "ons" corpus
+if [ "$CORPUS" == "ons" ]; then
+  python deidentify/methods/deduce/run_deduce.py ons-flattened run_1
+  python deidentify/methods/deduce/unflatten_deduce_predictions.py ons deduce_run_1
+fi
+
+# CRF
+python deidentify/methods/crf/run_crf.py "$CORPUS" run_1 liu_2015
+python deidentify/methods/crf/run_crf_hyperopt.py "$CORPUS" regularization_rs liu_2015 \
+  --n_iter 250 --n_jobs 44
+
+# BiLSTM, should be run on a GPU machine
+export CUDA_VISIBLE_DEVICES=0
+python deidentify/methods/bilstmcrf/run_bilstmcrf.py "$CORPUS" initial_run \
+    --pooled_contextual_embeddings
+python deidentify/methods/bilstmcrf/run_bilstmcrf.py "$CORPUS" train_with_dev \
+    --train_with_dev --pooled_contextual_embeddings
+
+# Evaluation
+python deidentify/evaluation/evaluate_corpus.py "$CORPUS"