Fix recognition of noun phrases - split by new lines before processing, add candidate properties for full html with entity names
Add property containing full previous contents and candidate html for output
Deduplicate the JSON results, basing assessment of truth on having more instances with true than with false
Gather the previous heading as a feature - aimed at excluding e.g. 'external links' sections
Omit candidates with a previous heading containing 'external links'
Exclude potential candidates with 'references' or 'by appointment to', 5 or more languages, limit previous heading length
Remove filters on previous content & previous heading text for training candidates
Forgot to commit update to the FreeBase helpers - using company name not company names
Check for 'further reading' in previous content or heading, exclude if so for test candidates
Change ordering of ClassifiedRelation so source is output beneath brand and occurrences for legibility
Prevent duplicate brands after POS tag checking, remove string based features
Ensure there aren't more negative examples than positive examples, check both prev heading & prev content against word presence features
Fix number of brands count