Datasets:
Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- README.md +128 -4
- ir/corpus.jsonl +3 -0
- ir/qrels/test.jsonl +0 -0
- ir/queries.jsonl +0 -0
- kbqa/natural/test.jsonl +0 -0
- kbqa/natural/train.jsonl +0 -0
- kbqa/template-based/test.jsonl +0 -0
- kbqa/template-based/train.jsonl +0 -0
- mrc/test.jsonl +0 -0
- mrc/train.jsonl +0 -0
.gitattributes
CHANGED
@@ -53,3 +53,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
53 |
*.jpg filter=lfs diff=lfs merge=lfs -text
|
54 |
*.jpeg filter=lfs diff=lfs merge=lfs -text
|
55 |
*.webp filter=lfs diff=lfs merge=lfs -text
|
|
|
|
53 |
*.jpg filter=lfs diff=lfs merge=lfs -text
|
54 |
*.jpeg filter=lfs diff=lfs merge=lfs -text
|
55 |
*.webp filter=lfs diff=lfs merge=lfs -text
|
56 |
+
ir/corpus.jsonl filter=lfs diff=lfs merge=lfs -text
|
README.md
CHANGED
@@ -1,15 +1,85 @@
|
|
1 |
---
|
2 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
3 |
---
|
4 |
-
# PUGG: KBQA, MRC, IR
|
5 |
|
6 |
## Description
|
7 |
|
8 |
-
This repository
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
9 |
|
10 |
**"Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction"**
|
11 |
|
12 |
-
|
13 |
* Albert Sawczyn
|
14 |
* Katsiaryna Viarenich
|
15 |
* Konrad Wojtasik
|
@@ -20,6 +90,22 @@ authored by:
|
|
20 |
|
21 |
The paper was accepted for ACL 2024 (findings).
|
22 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
23 |
## Links
|
24 |
|
25 |
* Code:
|
@@ -28,6 +114,44 @@ The paper was accepted for ACL 2024 (findings).
|
|
28 |
* ACL - TBA
|
29 |
* Arxiv - TBA
|
30 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
31 |
## Citation
|
32 |
|
33 |
TBA
|
|
|
1 |
---
|
2 |
+
annotations_creators:
|
3 |
+
- expert-generated
|
4 |
+
language_creators: []
|
5 |
+
language:
|
6 |
+
- pl
|
7 |
+
license:
|
8 |
+
- cc-by-sa-4.0
|
9 |
+
multilinguality:
|
10 |
+
- monolingual
|
11 |
+
size_categories:
|
12 |
+
- 1K<n<10K
|
13 |
+
- 10K<n<100K
|
14 |
+
source_datasets:
|
15 |
+
- original
|
16 |
+
task_categories:
|
17 |
+
- question-answering
|
18 |
+
- text-retrieval
|
19 |
+
task_ids:
|
20 |
+
- extractive-qa
|
21 |
+
- document-retrieval
|
22 |
+
pretty_name: 'PUGG: KBQA, MRC, IR dataset for Polish'
|
23 |
+
tags:
|
24 |
+
- knowledge graph
|
25 |
+
- KBQA
|
26 |
+
- wikipedia
|
27 |
+
- wikidata
|
28 |
+
configs:
|
29 |
+
- config_name: kbqa_all
|
30 |
+
data_files:
|
31 |
+
- split: train
|
32 |
+
path: kbqa/*/train.jsonl
|
33 |
+
- split: test
|
34 |
+
path: kbqa/*/test.jsonl
|
35 |
+
- config_name: kbqa_natural
|
36 |
+
data_files:
|
37 |
+
- split: train
|
38 |
+
path: kbqa/natural/train.jsonl
|
39 |
+
- split: test
|
40 |
+
path: kbqa/natural/test.jsonl
|
41 |
+
- config_name: kbqa_template-based
|
42 |
+
data_files:
|
43 |
+
- split: train
|
44 |
+
path: kbqa/template-based/train.jsonl
|
45 |
+
- split: test
|
46 |
+
path: kbqa/template-based/test.jsonl
|
47 |
+
- config_name: mrc
|
48 |
+
data_files:
|
49 |
+
- split: train
|
50 |
+
path: mrc/train.jsonl
|
51 |
+
- split: test
|
52 |
+
path: mrc/test.jsonl
|
53 |
+
- config_name: ir_corpus
|
54 |
+
data_files:
|
55 |
+
- split: test
|
56 |
+
path: ir/corpus.jsonl
|
57 |
+
- config_name: ir_queries
|
58 |
+
data_files:
|
59 |
+
- split: test
|
60 |
+
path: ir/queries.jsonl
|
61 |
+
- config_name: ir_qrels
|
62 |
+
data_files:
|
63 |
+
- split: test
|
64 |
+
path: ir/qrels/test.jsonl
|
65 |
---
|
66 |
+
# PUGG: KBQA, MRC, IR Dataset for Polish
|
67 |
|
68 |
## Description
|
69 |
|
70 |
+
This repository contains the PUGG dataset designed for three NLP tasks in the Polish language:
|
71 |
+
|
72 |
+
- KBQA (Knowledge Base Question Answering)
|
73 |
+
- MRC (Machine Reading Comprehension)
|
74 |
+
- IR (Information Retrieval)
|
75 |
+
|
76 |
+
## Paper
|
77 |
+
|
78 |
+
For more detailed information, please refer to our research paper titled:
|
79 |
|
80 |
**"Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction"**
|
81 |
|
82 |
+
Authored by:
|
83 |
* Albert Sawczyn
|
84 |
* Katsiaryna Viarenich
|
85 |
* Konrad Wojtasik
|
|
|
90 |
|
91 |
The paper was accepted for ACL 2024 (findings).
|
92 |
|
93 |
+
## Repositories
|
94 |
+
|
95 |
+
The dataset is available in the following repositories:
|
96 |
+
|
97 |
+
* [General](https://huggingface.co/datasets/clarin-pl/PUGG_KBQA) (this repository) - contains all tasks (KBQA, MRC, IR)
|
98 |
+
|
99 |
+
For more straightforward usage, the tasks are also available in separate repositories:
|
100 |
+
|
101 |
+
* [KBQA](https://huggingface.co/datasets/clarin-pl/PUGG_KBQA)
|
102 |
+
* [MRC](https://huggingface.co/datasets/clarin-pl/PUGG_MRC)
|
103 |
+
* [IR](https://huggingface.co/datasets/clarin-pl/PUGG_IR)
|
104 |
+
|
105 |
+
The knowledge graph for KBQA task is available in the following repository:
|
106 |
+
|
107 |
+
* [Knowledge Graph](https://huggingface.co/datasets/clarin-pl/PUGG_KG)
|
108 |
+
|
109 |
## Links
|
110 |
|
111 |
* Code:
|
|
|
114 |
* ACL - TBA
|
115 |
* Arxiv - TBA
|
116 |
|
117 |
+
## Usage
|
118 |
+
|
119 |
+
```python
|
120 |
+
from datasets import load_dataset
|
121 |
+
|
122 |
+
# loading KBQA (all)
|
123 |
+
dataset = load_dataset("clarin-pl/PUGG", "kbqa_all")
|
124 |
+
print(dataset)
|
125 |
+
|
126 |
+
# loading KBQA (natural)
|
127 |
+
dataset = load_dataset("clarin-pl/PUGG", "kbqa_natural")
|
128 |
+
print(dataset)
|
129 |
+
|
130 |
+
# loading KBQA (template-based)
|
131 |
+
dataset = load_dataset("clarin-pl/PUGG", "kbqa_template-based")
|
132 |
+
print(dataset)
|
133 |
+
|
134 |
+
# loading MRC
|
135 |
+
|
136 |
+
dataset = load_dataset("clarin-pl/PUGG", "mrc")
|
137 |
+
print(dataset)
|
138 |
+
|
139 |
+
# loading IR
|
140 |
+
|
141 |
+
## corpus
|
142 |
+
dataset = load_dataset("clarin-pl/PUGG", "ir_corpus")
|
143 |
+
print(dataset)
|
144 |
+
|
145 |
+
## queries
|
146 |
+
dataset = load_dataset("clarin-pl/PUGG", "ir_queries")
|
147 |
+
print(dataset)
|
148 |
+
|
149 |
+
## qrels
|
150 |
+
dataset = load_dataset("clarin-pl/PUGG", "ir_qrels")
|
151 |
+
print(dataset)
|
152 |
+
```
|
153 |
+
|
154 |
+
|
155 |
## Citation
|
156 |
|
157 |
TBA
|
ir/corpus.jsonl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:999f7fa6e898fd1fbc2ba1548c6d24f6c47b1be8d8678d2e6c7b87ef75315895
|
3 |
+
size 301448889
|
ir/qrels/test.jsonl
ADDED
The diff for this file is too large to render.
See raw diff
|
|
ir/queries.jsonl
ADDED
The diff for this file is too large to render.
See raw diff
|
|
kbqa/natural/test.jsonl
ADDED
The diff for this file is too large to render.
See raw diff
|
|
kbqa/natural/train.jsonl
ADDED
The diff for this file is too large to render.
See raw diff
|
|
kbqa/template-based/test.jsonl
ADDED
The diff for this file is too large to render.
See raw diff
|
|
kbqa/template-based/train.jsonl
ADDED
The diff for this file is too large to render.
See raw diff
|
|
mrc/test.jsonl
ADDED
The diff for this file is too large to render.
See raw diff
|
|
mrc/train.jsonl
ADDED
The diff for this file is too large to render.
See raw diff
|
|