Fixed tutorial.

Author: Hsiu-Wei Yang

README.md

@@ -24,6 +24,9 @@ bash graph.sh 0 0
 ```
 
 ## Run PairwiseBERT
+We use the package `relogic` to derive BERT-based embeddings.
+Please install `relogic` before you run the followings.
+Note that the argument `--local_rank` in `relogic` indicates your gpu id.
 #### Training
 ```
 bash train_bert.sh 0 zh_en

train_bert.sh

@@ -10,12 +10,12 @@ cd relogic
 python -u -m relogic.main \
     --task_name pairwise \
     --mode train \
-    --output_dir saves/pair_matching/$2 \ # project name
+    --output_dir saves/pair_matching/$2 \
     --bert_model bert-base-multilingual-cased \
     --raw_data_path data/raw_data/entity_alignment \
     --label_mapping_path none \
     --model_name default \
-    --local_rank $1 \ # GPU id
+    --local_rank $1 \
     --train_batch_size 3 \
     --test_batch_size 3 \
     --learning_rate 1e-6 \