[update]add data
Browse files- README.md +1 -0
- chinese_chitchat.py +1 -0
- data/ptt.jsonl +3 -0
- examples/process/process_ptt.py +62 -0
- main.py +16 -0
README.md
CHANGED
@@ -16,6 +16,7 @@ size_categories:
|
|
16 |
| :--- | :---: | :---: | :---: | :---: |
|
17 |
| ChatterBot | [ChatterBot](https://github.com/gunthercox/ChatterBot); [chatterbot-corpus](https://github.com/gunthercox/chatterbot-corpus) | 560 | 按类型分类,质量较高 | |
|
18 |
| douban | [Douban Conversation Corpus](https://github.com/MarkWuNLP/MultiTurnResponseSelection) | 352W | 来自北航和微软的paper, 开源项目, 噪音相对较少,原本是多轮 (平均7.6轮) | |
|
|
|
19 |
|
20 |
|
21 |
<details>
|
|
|
16 |
| :--- | :---: | :---: | :---: | :---: |
|
17 |
| ChatterBot | [ChatterBot](https://github.com/gunthercox/ChatterBot); [chatterbot-corpus](https://github.com/gunthercox/chatterbot-corpus) | 560 | 按类型分类,质量较高 | |
|
18 |
| douban | [Douban Conversation Corpus](https://github.com/MarkWuNLP/MultiTurnResponseSelection) | 352W | 来自北航和微软的paper, 开源项目, 噪音相对较少,原本是多轮 (平均7.6轮) | |
|
19 |
+
| ptt | [PTT 中文語料](https://github.com/zake7749/Gossiping-Chinese-Corpus) | 77W | 开源项目, 台湾PTT论坛八卦版, 繁体, 语料较生活化, 有噪音 | |
|
20 |
|
21 |
|
22 |
<details>
|
chinese_chitchat.py
CHANGED
@@ -11,6 +11,7 @@ import datasets
|
|
11 |
_URLS = {
|
12 |
"chatterbot": "data/chatterbot.jsonl",
|
13 |
"douban": "data/douban.jsonl",
|
|
|
14 |
|
15 |
}
|
16 |
|
|
|
11 |
_URLS = {
|
12 |
"chatterbot": "data/chatterbot.jsonl",
|
13 |
"douban": "data/douban.jsonl",
|
14 |
+
"ptt": "data/ptt.jsonl",
|
15 |
|
16 |
}
|
17 |
|
data/ptt.jsonl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:731c515b1e3726637bdb07171af9c2d935b3989eaadea2ce3cf1112b8eb6d461
|
3 |
+
size 161955508
|
examples/process/process_ptt.py
ADDED
@@ -0,0 +1,62 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
#!/usr/bin/python3
|
2 |
+
# -*- coding: utf-8 -*-
|
3 |
+
import argparse
|
4 |
+
import json
|
5 |
+
from pathlib import Path
|
6 |
+
|
7 |
+
import pandas as pd
|
8 |
+
from tqdm import tqdm
|
9 |
+
|
10 |
+
from project_settings import project_path
|
11 |
+
|
12 |
+
|
13 |
+
def get_args():
|
14 |
+
parser = argparse.ArgumentParser()
|
15 |
+
|
16 |
+
parser.add_argument(
|
17 |
+
"--data_file",
|
18 |
+
default=(project_path / "original_data/Gossiping-Chinese-Corpus-master/data/Gossiping-QA-Dataset-2_0.csv").as_posix(),
|
19 |
+
type=str
|
20 |
+
)
|
21 |
+
parser.add_argument(
|
22 |
+
"--output_file",
|
23 |
+
default=(project_path / "data/ptt.jsonl"),
|
24 |
+
type=str
|
25 |
+
)
|
26 |
+
|
27 |
+
args = parser.parse_args()
|
28 |
+
return args
|
29 |
+
|
30 |
+
|
31 |
+
def main():
|
32 |
+
args = get_args()
|
33 |
+
|
34 |
+
df = pd.read_csv(args.data_file)
|
35 |
+
|
36 |
+
with open(args.output_file, "w", encoding="utf-8") as fout:
|
37 |
+
for i, row in df.iterrows():
|
38 |
+
question = row["question"]
|
39 |
+
answer = row["answer"]
|
40 |
+
|
41 |
+
row = {
|
42 |
+
"conversation": [
|
43 |
+
{
|
44 |
+
"role": "human",
|
45 |
+
"message": question,
|
46 |
+
},
|
47 |
+
{
|
48 |
+
"role": "assistant",
|
49 |
+
"message": answer,
|
50 |
+
},
|
51 |
+
],
|
52 |
+
"category": None,
|
53 |
+
"data_source": "ptt",
|
54 |
+
}
|
55 |
+
row = json.dumps(row, ensure_ascii=False)
|
56 |
+
fout.write("{}\n".format(row))
|
57 |
+
|
58 |
+
return
|
59 |
+
|
60 |
+
|
61 |
+
if __name__ == '__main__':
|
62 |
+
main()
|
main.py
ADDED
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
#!/usr/bin/python3
|
2 |
+
# -*- coding: utf-8 -*-
|
3 |
+
from datasets import load_dataset
|
4 |
+
|
5 |
+
dataset = load_dataset(
|
6 |
+
"chinese_chitchat.py",
|
7 |
+
name="chatterbot",
|
8 |
+
split="train",
|
9 |
+
)
|
10 |
+
|
11 |
+
for sample in dataset:
|
12 |
+
print(sample)
|
13 |
+
|
14 |
+
|
15 |
+
if __name__ == '__main__':
|
16 |
+
pass
|