#!/bin/bash # Copyright 2012 Johns Hopkins University (Author: Guoguo Chen) # Apache 2.0. if [ $# -ne 2 ]; then echo "Usage: local/generate_example_kws.sh " echo " e.g.: local/generate_example_kws.sh data/test_eval92/ " exit 1; fi datadir=$1; kwsdatadir=$2; text=$datadir/text; mkdir -p $kwsdatadir; # Generate keywords; we generate 20 unigram keywords with at least 20 counts, # 20 bigram keywords with at least 10 counts and 10 trigram keywords with at # least 5 counts. cat $text | perl -e ' %unigram = (); %bigram = (); %trigram = (); while(<>) { chomp; @col=split(" ", $_); shift @col; for($i = 0; $i < @col; $i++) { # unigram case if (!defined($unigram{$col[$i]})) { $unigram{$col[$i]} = 0; } $unigram{$col[$i]}++; # bigram case if ($i < @col-1) { $word = $col[$i] . " " . $col[$i+1]; if (!defined($bigram{$word})) { $bigram{$word} = 0; } $bigram{$word}++; } # trigram case if ($i < @col-2) { $word = $col[$i] . " " . $col[$i+1] . " " . $col[$i+2]; if (!defined($trigram{$word})) { $trigram{$word} = 0; } $trigram{$word}++; } } } $max_count = 100; $total = 20; $current = 0; $min_count = 20; while ($current < $total && $min_count <= $max_count) { foreach $x (keys %unigram) { if ($unigram{$x} == $min_count) { print "$x\n"; $unigram{$x} = 0; $current++; } if ($current == $total) { last; } } $min_count++; } $total = 20; $current = 0; $min_count = 4; while ($current < $total && $min_count <= $max_count) { foreach $x (keys %bigram) { if ($bigram{$x} == $min_count) { print "$x\n"; $bigram{$x} = 0; $current++; } if ($current == $total) { last; } } $min_count++; } $total = 10; $current = 0; $min_count = 3; while ($current < $total && $min_count <= $max_count) { foreach $x (keys %trigram) { if ($trigram{$x} == $min_count) { print "$x\n"; $trigram{$x} = 0; $current++; } if ($current == $total) { last; } } $min_count++; } ' > $kwsdatadir/raw_keywords.txt echo "Keywords generation succeeded"