README.md

Text_Summarizer

Git Commands:

git pull git add -A git commit -m "First Commit" git push

Download:

1. Dataset
2. ROUGE
3. pyquery (xml parsing)
4. nltk (word tokenization)
5. pandas - ashkonf_pagerank
6. NetworkX (for textrank)

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Files:

1. DIVIDE DATA
2. PARSER
3. ...
4. TEXTRANK
5. ashkonf_pagerank
6. timothyasp_pagerank
7. wordentail (from class)
8. distributedwordreps.py (from class)

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File Format:

#!/usr/bin/env python
# ------------------------------------
# Args:
    [1] file.txt
    [2] flag: [1, 3]
# EG: python example.py test.txt 1
# ------------------------------------
# Description ...
# ------------------------------------

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Additional Imports (for later use):

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import os import sys import csv import copy import random import pickle import itertools from operator import itemgetter from collections import defaultdict

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import numpy as np import scipy import scipy.spatial.distance import sklearn.metrics from numpy.linalg import svd from collections import defaultdict

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#!/bin/bash

Useful shit: http://kavita-ganesan.com/rouge-howto Check for a module's installation path: perldoc -l XML::DOM

TO RUN ROUGE: perl ROUGE-1.5.5.pl -e data -f A -a -x -s -m -2 -4 -u text_summarizer/settings.xml