Positional argument instead of flags --summ & --ref

README.md

@@ -1,6 +1,7 @@
 # Files2ROUGE
 Multi-threaded ROUGE scoring.   
 It uses [pythonrouge](https://github.com/pltrdy/pythonrouge).   
+See [ROUGE Official website]() as well as [this paper about ROUGE variants](http://83.212.103.151/~mkalochristianakis/techNotes/ipromo/rougen5.pdf)
 
 ## Motivations
 Computing ROUGE score between an automatically generated summary and a reference file.
@@ -11,14 +12,25 @@ Computing ROUGE score between an automatically generated summary and a reference
 git clone --recursive https://github.com/pltrdy/files2rouge.git     
 cd files2rouge
 ```
-(If you want to install `pythonrouge` run `cd pythonrouge && sudo pip install .`)
+(If you want to install `pythonrouge` run `cd pythonrouge && sudo pip install .`)    
 **2) Run `files2rouge.py`** 
 ```bash
-./files2rouge.py --ref references.txt --summ summary.txt --verbose
+./files2rouge.py summaries.txt references.txt --verbose 
 ```
 
+**Outputs:**
+When `--verbose` is set, the script prints progress and remaining time on `stderr`.   
+At the end, metrcis averages are printed:
+- ROUGE-1
+- ROUGE-2
+- ROUGE-3
+- ROUGE-L
+- ROUGE-S4
+
+[More information about ROUGE metric](http://83.212.103.151/~mkalochristianakis/techNotes/ipromo/rougen5.pdf)
+
 ## More informations
-* **Use cases:**:
+* **Use cases:**
   * [Text Summarization using OpenNMT](./experiments/openNMT.0.md)
 * About `files2rouge.py`: run `./files2rouge.py --help`
 * About ROUGE Metric: [project webpage](http://www.berouge.com/Pages/default.aspx)

files2rouge.py

@@ -9,7 +9,7 @@
   - 1 consumer, get current line value, storing it and printing logs
 
   Usage
-    python rouge_files.py [-h] --ref REFERENCES_PATH --summ SUMMARIES_PATH 
+    python rouge_files.py [-h] SUMMARIES_PATH REFERENCES_PATH 
                   [--verbose] [--no-verbose]
                   [--avg] [--no-avg] 
                   [--progress] [--no-progress]
@@ -182,17 +182,17 @@ def main():
 
   parser = argparse.ArgumentParser(description="Multithreaded line by line ROUGE score of two files.")
 
-  parser.add_argument('--ref', help="Full ref file", required=True)
-  parser.add_argument('--summ', help="Summaries", required=True)
+  parser.add_argument("summary", help="Path of summary files")
+  parser.add_argument("reference", help="Path of references files")
   parser.add_argument('--verbose', dest='verbose', action='store_true')
   parser.add_argument('--no-verbose', dest='verbose', action='store_false')
 
   parser.set_defaults(verbose=True)
 
   args = parser.parse_args()
 
-  ref_path = args.ref
-  summ_path = args.summ
+  ref_path = args.reference
+  summ_path = args.summary
   verbose = args.verbose
 
   stime = time()