fix dataset

data/tweet_topic/test.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:af403aac629588548484961e79539be3b6ec19f5ef90c3cf421a6b726cf33d5d
-size 477695
+oid sha256:4d1fc97512da2c46e2f6a282e68802ea150ca150d59d2c1768a8eb3d63952c1d
+size 464724

data/tweet_topic/train.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d4bd21f70d3a0b9e543ac36c9223d4e8e01d3a56a717ec991db94062537f34fb
-size 1323428
+oid sha256:eb9937d1d9ee111e9f96d618ea863499e61b46a62aac48fe5b4a3197d0ec77ac
+size 1286572

data/tweet_topic/validation.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:101bbcaf17f25cadd00fed901b772cf46b0c3b97978259ef8d110c60dc1dfdfb
-size 165104
+oid sha256:091ed848c3e284e18cb304d636485b4878475c9a2ccbbffe6ad5c9fed6709373
+size 160547

process/unify_sp_symbol.py

@@ -3,57 +3,26 @@ import re
 
 from glob import glob
 
-for i in glob("data/tweet_intimacy/*.jsonl"):
+# for i in glob("data/tweet_topic/*.jsonl"):
+# with open(i) as f:
+# data = [json.loads(j) for j in f.readlines()]
+# for d in data:
+# for c in ['text']:
+# d[c] = d[c].replace("{{USERNAME}}", "@user").replace("{{URL}}", "{URL}")
+# for t in re.findall(r'{@[^@^}]*@}', d[c]):
+# d[c] = d[c].replace(t, t.replace("{@", "@").replace("@}", "").replace(" ", "_"))
+# with open(i, "w") as f:
+# f.write("\n".join([json.dumps(j) for j in data]))
+
+for i in glob("data/tweet_ner7/*.jsonl"):
  with open(i) as f:
  data = [json.loads(j) for j in f.readlines()]
  for d in data:
- for c in ['text']:
- tmp = d[c]
- tmp = re.sub(r"\bhttp\b", "{{URL}}", tmp)
- tmp = re.sub(r"@user", "{{USERNAME}}", tmp)
- tmp = re.sub(r"(@[\S]+)", r"{\1@}", tmp)
- d[c] = tmp
-
- with open(i, "w") as f:
- f.write("\n".join([json.dumps(j) for j in data]))
-
-for i in glob("data/tweet_qa/*.jsonl"):
- with open(i) as f:
- data = [json.loads(j) for j in f.readlines()]
- for d in data:
- for c in ['text', "paragraph", "question", "label_str"]:
- tmp = d[c]
- tmp = re.sub(r"(@[\S]+)", r"{\1@}", tmp)
- tmp = tmp.replace(")@}", '@})')
- d[c] = tmp
-
- with open(i, "w") as f:
- f.write("\n".join([json.dumps(j) for j in data]))
-
-for i in glob("data/tweet_similarity/*.jsonl"):
- with open(i) as f:
- data = [json.loads(j) for j in f.readlines()]
- for d in data:
- for c in ['text_1', "text_2"]:
- tmp = d[c]
- # tmp = re.sub(r"(@[\S]+)\b", r"{\1@}", tmp)
- tmp = tmp.replace("{@user@}", "{{USERNAME}}")
- d[c] = tmp
-
- with open(i, "w") as f:
- f.write("\n".join([json.dumps(j) for j in data]))
-
-
-for i in glob("data/tweet_intimacy/*.jsonl"):
- with open(i) as f:
- data = [json.loads(j) for j in f.readlines()]
- for d in data:
- for c in ['text']:
- tmp = d[c].replace("{{URL}}", "@url")
- # tmp = re.sub(r"\bhttp\b", "{{URL}}", tmp)
- tmp = re.sub(r"@user", "{{USERNAME}}", tmp)
- tmp = re.sub(r"(@[\S]+)", r"{\1@}", tmp)
- d[c] = tmp
-
+ d['text'] = d['text'].replace("{{USERNAME}}", "@user").replace("{{URL}}", "{URL}")
+ d['text'] = re.sub(r'\{@([^@].)@}', r'\1', d['text'])
+ for t in re.findall(r'{@[^@^}]*@}', d['text']):
+ t_new = t.replace("{@", "@").replace("@}", "").replace(" ", "_")
+ d['text'] = d['text'].replace(t, t_new)
+ d['text_tokenized'] =
  with open(i, "w") as f:
  f.write("\n".join([json.dumps(j) for j in data]))