moved file

This commit is contained in:
Henry Dowd
2025-11-14 11:52:32 +00:00
parent 188a8e5852
commit 00fd620544
2 changed files with 5 additions and 3 deletions

View File

@@ -1,41 +0,0 @@
import spacy
from tools import parser
# Load spaCy and dataset
nlp = spacy.load("en_core_web_sm")
dataset = parser.load_dataset("glue", "mrpc")
def process_sentence_pair(sentence1, sentence2):
"""Parse both sentences and extract their dependency structures"""
# Parse both sentences
doc1 = nlp(sentence1)
doc2 = nlp(sentence2)
# Extract dependency graphs
deps1 = parser.extract_dependency_relationships(doc1)
deps2 = parser.extract_dependency_relationships(doc2)
return {
'sentence1': sentence1,
'sentence2': sentence2,
'dependencies1': deps1,
'dependencies2': deps2,
'doc1': doc1,
'doc2': doc2
}
# Process a few examples from the dataset
print("Processing MRPC examples...")
for i in range(3): # Just do first 3 examples
example = dataset['train'][i]
result = process_sentence_pair(example['sentence1'], example['sentence2'])
print(f"\nExample {i+1}:")
print(f"Sentence 1: {result['sentence1']}")
print(f"Sentence 2: {result['sentence2']}")
print(f"Label: {example['label']} (1=paraphrase, 0=not paraphrase)")
print(f"\nDependencies for Sentence 1:")
for dep in result['dependencies1'][:5]: # Show first 5 dependencies
print(f" {dep['word']} --{dep['dep_type']}--> {dep['head']}")