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	@	@ciaranyree	@	@
	O	it	O	O
	V	was	V	V
	P	on	P	P
	N	football	N	N
	N	wives	N	N
	,	,	,	,
IMPROVE	$	one	O	$
	P	of	P	P
	D	the	D	D

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	@	@ciaranyree	@	@
	O	it	O	O
	V	was	V	V
	P	on	P	P
	N	football	N	N
	N	wives	N	N
	,	,	,	,
IMPROVE	$	one	O	$
	P	of	P	P
	D	the	D	D

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~/ark/blitz2011/blitz2011/analysis % ./eval.sh ../data/newsplit/dev.goldtags.tab final.dev.tab.crf_2.23 | gist 
584 wrong out of 4768	0.122483

Left is GOLD, right is PREDICTED

C	@ciaranyree	@	@
C	it	O	O
C	was	V	V
C	on	P	P
C	football	N	N

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phrase h;  ## immediate head
phrase s;  ## subject
phrase o;  ## object
phrase f;  ## function word
phrase k;  ## `kind' -- potential partitive complement


###  Level 0: tags;
###  Level 1: date cdqlx cdx doll ci-st mx;

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According/N to/P some/D estimates/N ,/, the/D rule/N changes/N would/M cut/V insider/N filings/N by/P more/A than/P a/D third/N ./.
===
 N P D N , D N N M V N N P A P D N .
0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 
0                   1                 
pruned 9808 -> 5173  (4635 fewer)
pruned 21033 -> 14400  (6633 fewer)
Elapsed 6.49 sec,  360 ms/tok
4534 span-tags (>1 length)
Best overall

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Investors/N are/V appealing/N to/P the/D Securities/N and/& Exchange/N Commission/N not/R to/P limit/V their/D access/N to/P information/N about/P stock/N purchases/N and/& sales/N by/P corporate/A insiders/N ./.
===
 N V N P D N & N N R P V D N P N P N N & N P A N .
0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 
0                   1                   2           
pruned 18762 -> 10261  (8501 fewer)
pruned 40172 -> 28129  (12043 fewer)
Elapsed 19.75 sec,  789 ms/tok
9266 span-tags (>1 length)
Best overall

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We/O 're/V about/P to/P see/V if/P advertising/N works/V ./.
===
 O V P P V P N V .
0 1 2 3 4 5 6 7 8 9 
0                   
pruned 2513 -> 1233  (1280 fewer)
pruned 5389 -> 3521  (1868 fewer)
Elapsed 0.71 sec,  78 ms/tok
995 span-tags (>1 length)
Best overall

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We/O 're/V about/P to/P see/V if/P advertising/N works/V ./.
===
 O V P P V P N V .
0 1 2 3 4 5 6 7 8 9 
0                   
pruned 2513 -> 1233  (1280 fewer)
pruned 5389 -> 3521  (1868 fewer)
Elapsed 0.80 sec,  89 ms/tok
995 span-tags (>1 length)
Best overall

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import sys,struct,hashlib
MaxInt = 2**32-1
def md5_float(s):
  "Hash 's' to a number from 0 to 1"
  i = struct.unpack('I',hashlib.md5(s).digest()[:4])[0]
  return i*1.0 / MaxInt

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#!/usr/bin/env python

# From your Zotero database and file storage,
# creates a simple HTML table, and directory full of symlinks,
# for quick-and-dirty web or Dropbox viewing.

# Installation: place in your Zotero folder
#   e.g. ~/Documents/zotero/
# And run it 
#   e.g. python ~/Documents/zotero/make_views.py