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nguyenvo09 · Jan 18, 2021 · ba093b1 · ba093b1
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diff --git a/...master_hierachical_multihead_attention.py → MasterFC/master_mac.py b/...master_hierachical_multihead_attention.py → MasterFC/master_mac.py
diff --git a/README.md b/README.md
@@ -4,6 +4,51 @@ This is the repository to reproduce results in the paper
 # Hierarchical Multi-head Attentive Network
 ![alt text](https://github.com/nguyenvo09/EACL2021/blob/main/examples/mac.png)
 
+# Usage
+## 1. Install required packages
+We use Pytorch 0.4.1 and python 3.5. 
+```
+pip install requirements.txt
+```
+## 2.1 Running experiment for Snopes dataset (Table 2)
+```
+mkdir logs
+python Masters/master_mac.py --dataset="Snopes" \
+                             --cuda=1 \
+                             --fixed_length_left=30 \
+                             --fixed_length_right=100 \
+                             --log="logs/mac" \
+                             --loss_type="cross_entropy" \
+                             --batch_size=32 \
+                             --num_folds=5 \
+							 --use_claim_source=0 \
+							 --use_article_source=1 \
+							 --num_att_heads_for_words=5 \
+							 --num_att_heads_for_evds=2 \
+                             --path="../formatted_data/declare/" \
+                             --hidden_size=300 \
+							 --epochs=100
+```
+
+## 2.2 Running experiment for PolitiFact dataset (Table 3)
+```
+mkdir logs
+python Masters/master_mac.py --dataset="Politifact" \
+                             --cuda=1 \
+                             --fixed_length_left=30 \
+                             --fixed_length_right=100 \
+                             --log="logs/mac" \
+                             --loss_type="cross_entropy" \
+                             --batch_size=32 \
+                             --num_folds=5 \
+							 --use_claim_source=1 \
+							 --use_article_source=1 \
+							 --num_att_heads_for_words=3 \
+							 --num_att_heads_for_evds=1 \
+                             --path="../formatted_data/declare/" \
+                             --hidden_size=300 \
+							 --epochs=100
+```
 
 # Citation
 If you feel our paper and resources are useful, please cite our work as follows:

diff --git a/requirements.txt b/requirements.txt
@@ -0,0 +1,16 @@
+dill
+tqdm==4.31.1
+pandas==0.23.1
+nltk==3.4.5
+boto3
+requests
+regex
+sacremoses
+scipy
+sklearn
+hyperopt
+Pillow
+tensorboardX==1.4
+spacy==2.2.3
+overrides
+h5py==2.10.0