Conllu Parsing and Searching
Contents
Parse and Search through a conllu file
Searching is as follows:
Form search: the '<' character
If you want to find a specific word (e.g., you want to find the word "bread" in your ConLL-U file), you create a search with the <
symbol followed by the word you want to search for.
For example, the search term '<ести
might return:
Token: 6, Form: ести, Lemma: есті, UPOSTAG: VERB, HEAD: 0, DEPREL: root, # sent_id = story.tagged.txt:44:776, Sentence: Ол енді ол дыбысты анығырақ ести бастады .
The format of the result is the Token (where in the sentence the match appeared), the lemma, the upostag
(part of speech), the HEAD, and the sentence_id.
Tree search: The '{' character
If you would like to search with a tree(i.e you want to search for a word with a HEAD value or word), you would start your search with a '{'. Then, between the words you are searching for a relation between add a '>'. For instance, if you wanted to see when 'have' did action to 'clue' (i.e. I have no clue') you would use this character
For example {have>clue'
If you wanted, you could also be more specific or ambigious. When searching with attributes (i.e UPOSTAG), you could do this like:
{upostag=verb, form=have>form=clue
""PLEASE NOTE THAT WHEN YOU SPECIFY EXTRA ATTRIBUTES YOU HAVE TO PUT 'Form=' ARGUMENT FOR THE WORD""
If you wanted to specify nothing and look for words that do action to bread, you would use:
{none=none>form=clue}
""PLEASE NOTE THAT YOU HAVE TO HAVE 'NONE=NONE' WHERE NOTHING IS SPECIFIED""
You can also specify attributes instead of 'form=clue' such as 'upostag=noun'
Token: 2, Form: have, Lemma: have, UPOSTAG: VERB, HEAD: 0, DEPREL: root, # sent_id = 2, Sentence: I have no clue .
The ':' character
If you would like to search for a deprel or upostag and a feature in a word:
You would start your search with a ':' and encapsulate your search with '[]'
For instance if you wanted to search for a copula and past feature you would do
':[cop, past]'
This would find a copula with a past feature and have an output like:
'Token: 3, Form: болғаныма, Lemma: бол, UPOSTAG: AUX, HEAD: 2, DEPREL: cop, # sent_id = akorda-random.tagged.txt:158:2829, Sentence: Мен осында болғаныма қуаныштымын қуанышты мын .'
The ';' character
If you would like to search with a relationship(i.e nsubj relation to another node that has a noun POS)
You would start your search with a ';'
You would then type a deprel tag followed by a colon and then a part of speech
The second term(the one after the ';') can also be the lemma or the word id_name
You would use to search for a word with nsubj relationship with a noun:
';nsubj:noun'
Could Output:
'Token: 8, Form: жүзімдік, Lemma: жүзімдік, UPOSTAG: NOUN, HEAD: 6, DEPREL: conj, # sent_id = Шымкент.tagged.txt:8:216, Sentence: Тау етегінде өзен бойындағы алқаптарда егіншілік пен жүзімдік ал көгалды таулы жайылымдарда - мал шаруашылығы дамыған .'
Examples
No example output shown, and no descriptions given
python conlluparse.py "text.conllu" ':[cop, past]'
python conlluparse.py "text.conllu" ';nsubj:noun'
python conlluparse.py "text.conllu" '{none=none>form=bread}'
python conlluparse.py "text.conllu" '<bread'