init

.gitattributes

@@ -57,3 +57,6 @@ data/t_rex.raw.train.jsonl filter=lfs diff=lfs merge=lfs -text
 data/t_rex.raw.validation.jsonl filter=lfs diff=lfs merge=lfs -text
 data/t_rex.raw.jsonl filter=lfs diff=lfs merge=lfs -text
 data/t_rex.raw.test.jsonl filter=lfs diff=lfs merge=lfs -text
+data/t_rex.filter.validation.jsonl filter=lfs diff=lfs merge=lfs -text
+data/t_rex.filter.test.jsonl filter=lfs diff=lfs merge=lfs -text
+data/t_rex.filter.train.jsonl filter=lfs diff=lfs merge=lfs -text

data/t_rex.filter.test.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a04e08eaf8b045a1bdfa357b876fd2792e122f68d4b2f31bcb3c901ad017f229
+size 101090726

data/t_rex.filter.train.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:374202ec40472f65e081ac96afee2fe946cc87b7fe50b61dc121089f6c23f8ae
+size 471939364

data/t_rex.filter.validation.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0e363242c1ae0ee05ff76868740b2e8859cc3c45866b98cc4493b869e765236
+size 101165971

filtering.py

@@ -0,0 +1,23 @@
+import json
+
+stopwords = ["he", "she", "they", "it"]
+
+
+def filtering(entry):
+    if entry['object'].lower() in stopwords or entry['subject'].lower() in stopwords:
+        return False
+    if entry['object'].islower() and entry['subject'].islower():
+        return False
+    return True
+
+
+full_data = {}
+for s in ['train', 'validation', 'test']:
+    with open(f"data/t_rex.raw.{s}.jsonl") as f:
+        data = [json.loads(i) for i in f.read().split('\n') if len(i) > 0]
+    data = [i for i in data if filtering(i)]
+    full_data[s] = data
+    with open(f"data/t_rex.filter.{s}.jsonl", 'w') as f:
+        f.write('\n'.join([json.dumps(i) for i in data]))
+
+    # full_data[s] = [i for i in data if filtering(i)]

t_rex.py

@@ -5,7 +5,7 @@ import datasets
 logger = datasets.logging.get_logger(__name__)
 _DESCRIPTION = """T-Rex dataset."""
 _NAME = "t_rex"
-_VERSION = "0.0.1"
+_VERSION = "0.0.2"
 _CITATION = """
 @inproceedings{elsahar2018t,
   title={T-rex: A large scale alignment of natural language with knowledge base triples},
@@ -17,7 +17,7 @@ _CITATION = """
 
 _HOME_PAGE = "https://github.com/asahi417/relbert"
 _URL = f'https://huggingface.co/datasets/relbert/{_NAME}/resolve/main/data'
-_TYPES = ["raw"]
+_TYPES = ["raw", "filter"]
 _URLS = {i: {
     str(datasets.Split.TRAIN): [f'{_URL}/t_rex.{i}.train.jsonl'],
     str(datasets.Split.VALIDATION): [f'{_URL}/t_rex.{i}.validation.jsonl'],