def parse(parser: ViterbiParser, sentence):
start_time = time.time()
parser.trace(trace=1)
for tree in parser.parse(sentence):
print(tree)
print(
f"Time elapsed for sentence of length {len(sentence)}: {time.time() - start_time}"
)
def parse_treebank(parser: ViterbiParser, sentences):
start_time = time.time()
parser.trace(trace=1)
for sentence in treebank.parsed_sents(sentences[:3]):
tokens = sentence.leaves()
for tree in parser.parse(tokens):
print(tree)
print(
f"Time elapsed for sentence of length {len(tokens)}: {time.time() - start_time}"
)
