add example commandlines to README

Author: hpasapp

README.md

@@ -2,4 +2,20 @@ Code and data for paper ["Dialog Intent Induction with Deep Multi-View Clusterin
 
 Data is available in the sub-directory [data](data), with a specific [LICENSE](data/LICENSE) file.
 
+To run AVK-means
+----------------
 
+- decompress the data files in `data`folder
+- download http://nlp.stanford.edu/data/glove.840B.300d.zip, and unzip `glove.840B.300d.txt` into `data` folder
+- then run one of:
+```
+# no pre-training
+python train.py --pre-epoch 0 --data-path data/airlines_processed.csv --num-epochs 50 --view1-col first_utterance --view2-col context
+
+# ae pre-training
+python train.py --pre-model ae --pre-epoch 20 --data-path data/airlines_processed.csv --num-epochs 50 --view1-col first_utterance --view2-col context
+
+# qt pre-training
+python train.py --pre-model qt --pre-epoch 10 --data-path data/airlines_processed.csv --num-epochs 50 --view1-col first_utterance --view2-col context
+```
+- to train on askubuntu, replace `airlines` with `askubuntu` in the above command-lines