;ò x$„@c@s—dZdZdkZdkZdkZdkTdkZdkZdkZdk Z dk Z dfd„ƒYZ e djodei jp dei jod GHeid ƒnd ei joNe d ƒZx?no3eiiƒZd eieieƒƒGHdGHq×Wndei jo d Znd Zdei jo d Znd Zdei jo d Znd ZdGHeo dGHneo dGHneo dGHne eƒZdGHdGHdGHd GHy£xœno”dZyedƒZWn ‚nXeiƒZeodeieƒGHnd eied eƒGHeiƒZdGeeeedƒƒGdGHqÑWWq“ej odGHeid ƒq“XndS( sHugo Liu s1.3N(s*s MontyTaggercBsbtZeZeZeZeZdZdd„Zddd„Z dd„Z dd„Z d„Z RS(NicCs~||_tiƒ|_g}ti|ƒ|_t|ƒdjotiƒ|_nt i |iƒ|_ t i ƒ|_ dS(Ni( strace_psselfs Tokenizers theTokenizersnotifys LexiconFasts theLexiconslensLexiconEfficientsLexicalRuleParserstheLRPsContextualRuleParserstheCRP(sselfstrace_psnotify((s./omcsnet/MontyTagger.pys__init__s cCs/|ii||ƒ}|i||ƒ}|SdS(N( sselfs theTokenizerstokenizestextsexpand_contractions_ps tokenizeds tag_tokenizeds all_pos_psoutput(sselfstextsexpand_contractions_ps all_pos_ps tokenizedsoutput((s./omcsnet/MontyTagger.pystagsc Cs>g}ti|ƒ}xÒ|D]Ê}d|jo*||idƒiƒ||idƒjo"|idƒ\}} | g} n|i i |ƒ} | gjod}| i dƒn | d}|i hd|<d|<d| <ƒqWhdd<dd<dg<}|id|iƒƒ|i |iƒƒ|iod G|i|ƒGHnx£tt|ƒƒD]}||} | ddjoqgn| ddtijod ||d> python MontyTagger.py [-trace] [-allpos] [-repair] -trace shows intermediary steps and debug messages -allpos displays all plausible POS tags, ranked -repair in repair mode, enter tagged text at the prompt, monty will attempt to fix the tags is -noverboseis s-- s-traces-allposs-repairs ***** INITIALIZING ******s TRACE is on!sALL POS is on!sREPAIR MODE is on!s************************* sMontyTagger v1.2s*--send bug reports to hugo@media.mit.edu--ss> s REPAIRED: s -- monty tookis seconds. -- s -- monty says goodbye! --(s __author__s __version__ssyssstringstimestypess TokenizersLexiconEfficientsLexicalRuleParsersContextualRuleParsers LexiconFasts MontyTaggers__name__sargvsexitsmsstdinsreadlinessentencesstripstagstrace_ps all_pos_psrepair_ps raw_inputstime1sverify_and_repairstime2sstrsroundsKeyboardInterrupt(ssentences all_pos_pstime1stime2s __version__strace_psstrings __author__ssyss MontyTaggersLexicalRuleParsersrepair_ps TokenizersmsLexiconEfficientsContextualRuleParsers LexiconFaststime((s./omcsnet/MontyTagger.pys?sl-`            )