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  1. .gitattributes +0 -37
  2. IndicQuestionGeneration.py +0 -112
  3. README.md +0 -213
  4. data/bn_QuestionGeneration_v1.0.zip → as/indic_question_generation-test.parquet +2 -2
  5. data/gu_QuestionGeneration_v1.0.zip → as/indic_question_generation-train.parquet +2 -2
  6. data/hi_QuestionGeneration_v1.0.zip → as/indic_question_generation-validation.parquet +2 -2
  7. data/as_QuestionGeneration_v1.0.zip → bn/indic_question_generation-test.parquet +2 -2
  8. bn/indic_question_generation-train.parquet +3 -0
  9. bn/indic_question_generation-validation.parquet +3 -0
  10. data/kn_QuestionGeneration_v1.0.zip +0 -3
  11. data/ml_QuestionGeneration_v1.0.zip +0 -3
  12. data/mr_QuestionGeneration_v1.0.zip +0 -3
  13. data/or_QuestionGeneration_v1.0.zip +0 -3
  14. data/pa_QuestionGeneration_v1.0.zip +0 -3
  15. data/ta_QuestionGeneration_v1.0.zip +0 -3
  16. data/te_QuestionGeneration_v1.0.zip +0 -3
  17. gu/indic_question_generation-test.parquet +3 -0
  18. gu/indic_question_generation-train.parquet +3 -0
  19. gu/indic_question_generation-validation.parquet +3 -0
  20. hi/indic_question_generation-test.parquet +3 -0
  21. hi/indic_question_generation-train.parquet +3 -0
  22. hi/indic_question_generation-validation.parquet +3 -0
  23. kn/indic_question_generation-test.parquet +3 -0
  24. kn/indic_question_generation-train.parquet +3 -0
  25. kn/indic_question_generation-validation.parquet +3 -0
  26. ml/indic_question_generation-test.parquet +3 -0
  27. ml/indic_question_generation-train.parquet +3 -0
  28. ml/indic_question_generation-validation.parquet +3 -0
  29. mr/indic_question_generation-test.parquet +3 -0
  30. mr/indic_question_generation-train.parquet +3 -0
  31. mr/indic_question_generation-validation.parquet +3 -0
  32. or/indic_question_generation-test.parquet +3 -0
  33. or/indic_question_generation-train.parquet +3 -0
  34. or/indic_question_generation-validation.parquet +3 -0
  35. pa/indic_question_generation-test.parquet +3 -0
  36. pa/indic_question_generation-train.parquet +3 -0
  37. pa/indic_question_generation-validation.parquet +3 -0
  38. ta/indic_question_generation-test.parquet +3 -0
  39. ta/indic_question_generation-train.parquet +3 -0
  40. ta/indic_question_generation-validation.parquet +3 -0
  41. te/indic_question_generation-test.parquet +3 -0
  42. te/indic_question_generation-train.parquet +3 -0
  43. te/indic_question_generation-validation.parquet +3 -0
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IndicQuestionGeneration.py DELETED
@@ -1,112 +0,0 @@
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- import json
2
- import os
3
-
4
- import datasets
5
-
6
- _CITATION = """\
7
- @inproceedings{Kumar2022IndicNLGSM,
8
- title={IndicNLG Suite: Multilingual Datasets for Diverse NLG Tasks in Indic Languages},
9
- author={Aman Kumar and Himani Shrotriya and Prachi Sahu and Raj Dabre and Ratish Puduppully and Anoop Kunchukuttan and Amogh Mishra and Mitesh M. Khapra and Pratyush Kumar},
10
- year={2022},
11
- url = "https://arxiv.org/abs/2203.05437"
12
- }
13
- """
14
-
15
- _DESCRIPTION = """\
16
- This is the Question Generation dataset released as part of IndicNLG Suite. Each
17
- example has five fields: id, squad_id, answer, context and question. We create this dataset in eleven
18
- languages including as, bn, gu, hi, kn, ml, mr, or, pa, ta, te. This is a translated data. The examples in each language are exactly similar but in different languages.
19
- The number of examples in each language is 98,027.
20
- """
21
- _HOMEPAGE = "https://indicnlp.ai4bharat.org/indicnlg-suite"
22
-
23
- _LICENSE = "Creative Commons Attribution-NonCommercial 4.0 International Public License"
24
-
25
- _URL = "https://huggingface.co/datasets/ai4bharat/IndicQuestionGeneration/resolve/main/data/{}_QuestionGeneration_v{}.zip"
26
-
27
-
28
- _LANGUAGES = [
29
- "as",
30
- "bn",
31
- "gu",
32
- "hi",
33
- "kn",
34
- "ml",
35
- "mr",
36
- "or",
37
- "pa",
38
- "ta",
39
- "te"
40
- ]
41
-
42
-
43
- class QuestionGeneration(datasets.GeneratorBasedBuilder):
44
- VERSION = datasets.Version("1.0.0")
45
-
46
- BUILDER_CONFIGS = [
47
- datasets.BuilderConfig(
48
- name="{}".format(lang),
49
- version=datasets.Version("1.0.0")
50
- )
51
- for lang in _LANGUAGES
52
- ]
53
-
54
- def _info(self):
55
- return datasets.DatasetInfo(
56
- description=_DESCRIPTION,
57
- features=datasets.Features(
58
- {
59
- "id": datasets.Value("string"),
60
- "squad_id": datasets.Value("string"),
61
- "answer": datasets.Value("string"),
62
- "context": datasets.Value("string"),
63
- "question": datasets.Value("string")
64
- }
65
- ),
66
- supervised_keys=None,
67
- homepage=_HOMEPAGE,
68
- citation=_CITATION,
69
- license=_LICENSE,
70
- version=self.VERSION,
71
- )
72
-
73
- def _split_generators(self, dl_manager):
74
- """Returns SplitGenerators."""
75
- lang = str(self.config.name)
76
- url = _URL.format(lang, self.VERSION.version_str[:-2])
77
-
78
- data_dir = dl_manager.download_and_extract(url)
79
- return [
80
- datasets.SplitGenerator(
81
- name=datasets.Split.TRAIN,
82
- gen_kwargs={
83
- "filepath": os.path.join(data_dir, lang + "_train" + ".jsonl"),
84
- },
85
- ),
86
- datasets.SplitGenerator(
87
- name=datasets.Split.TEST,
88
- gen_kwargs={
89
- "filepath": os.path.join(data_dir, lang + "_test" + ".jsonl"),
90
- },
91
- ),
92
- datasets.SplitGenerator(
93
- name=datasets.Split.VALIDATION,
94
- gen_kwargs={
95
- "filepath": os.path.join(data_dir, lang + "_val" + ".jsonl"),
96
- },
97
- ),
98
- ]
99
-
100
- def _generate_examples(self, filepath):
101
- """Yields examples as (key, example) tuples."""
102
- with open(filepath, encoding="utf-8") as f:
103
- for idx_, row in enumerate(f):
104
- data = json.loads(row)
105
- yield idx_, {
106
- "id": data["id"],
107
- "squad_id": data["squad_id"],
108
- "answer": data["answer"],
109
- "context": data["context"],
110
- "question": data["question"]
111
-
112
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
README.md DELETED
@@ -1,213 +0,0 @@
1
- ---
2
- annotations_creators:
3
- - no-annotation
4
- language_creators:
5
- - found
6
- language:
7
- - as
8
- - bn
9
- - gu
10
- - hi
11
- - kn
12
- - ml
13
- - mr
14
- - or
15
- - pa
16
- - ta
17
- - te
18
- license:
19
- - cc-by-nc-4.0
20
- multilinguality:
21
- - multilingual
22
- pretty_name: IndicQuestionGeneration
23
- size_categories:
24
- - 98K<n<98K
25
- source_datasets:
26
- - we start with the SQuAD question answering dataset repurposed to serve as a question generation dataset. We translate this dataset into different Indic languages.
27
- task_categories:
28
- - conditional-text-generation
29
- task_ids:
30
- - conditional-text-generation-other-question-generation
31
- ---
32
-
33
- # Dataset Card for "IndicQuestionGeneration"
34
-
35
- ## Table of Contents
36
- - [Dataset Card Creation Guide](#dataset-card-creation-guide)
37
- - [Table of Contents](#table-of-contents)
38
- - [Dataset Description](#dataset-description)
39
- - [Dataset Summary](#dataset-summary)
40
- - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
41
- - [Languages](#languages)
42
- - [Dataset Structure](#dataset-structure)
43
- - [Data Instances](#data-instances)
44
- - [Data Fields](#data-fields)
45
- - [Data Splits](#data-splits)
46
- - [Dataset Creation](#dataset-creation)
47
- - [Curation Rationale](#curation-rationale)
48
- - [Source Data](#source-data)
49
- - [Initial Data Collection and Normalization](#initial-data-collection-and-normalization)
50
- - [Who are the source language producers?](#who-are-the-source-language-producers)
51
- - [Annotations](#annotations)
52
- - [Annotation process](#annotation-process)
53
- - [Who are the annotators?](#who-are-the-annotators)
54
- - [Personal and Sensitive Information](#personal-and-sensitive-information)
55
- - [Considerations for Using the Data](#considerations-for-using-the-data)
56
- - [Social Impact of Dataset](#social-impact-of-dataset)
57
- - [Discussion of Biases](#discussion-of-biases)
58
- - [Other Known Limitations](#other-known-limitations)
59
- - [Additional Information](#additional-information)
60
- - [Dataset Curators](#dataset-curators)
61
- - [Licensing Information](#licensing-information)
62
- - [Citation Information](#citation-information)
63
- - [Contributions](#contributions)
64
-
65
- ## Dataset Description
66
-
67
- - **Homepage:** https://indicnlp.ai4bharat.org/indicnlg-suite
68
- - **Paper:** [IndicNLG Suite: Multilingual Datasets for Diverse NLG Tasks in Indic Languages](https://arxiv.org/abs/2203.05437)
69
- - **Point of Contact:**
70
-
71
- ### Dataset Summary
72
-
73
- IndicQuestionGeneration is the question generation dataset released as part of IndicNLG Suite. Each
74
- example has five fields: id, squad_id, answer, context and question. We create this dataset in eleven
75
- languages, including as, bn, gu, hi, kn, ml, mr, or, pa, ta, te. This is translated data. The examples in each language are exactly similar but in different languages.
76
- The number of examples in each language is 98,027.
77
-
78
-
79
- ### Supported Tasks and Leaderboards
80
-
81
- **Tasks:** Question Generation
82
-
83
- **Leaderboards:** Currently there is no Leaderboard for this dataset.
84
-
85
- ### Languages
86
- - `Assamese (as)`
87
- - `Bengali (bn)`
88
- - `Gujarati (gu)`
89
- - `Kannada (kn)`
90
- - `Hindi (hi)`
91
- - `Malayalam (ml)`
92
- - `Marathi (mr)`
93
- - `Oriya (or)`
94
- - `Punjabi (pa)`
95
- - `Tamil (ta)`
96
- - `Telugu (te)`
97
-
98
- ## Dataset Structure
99
-
100
- ### Data Instances
101
-
102
- One random example from the `hi` dataset is given below in JSON format.
103
- ```
104
- {
105
- "id": 8,
106
- "squad_id": "56be8e613aeaaa14008c90d3",
107
- "answer": "अमेरिकी फुटबॉल सम्मेलन",
108
- "context": "अमेरिकी फुटबॉल सम्मेलन (एएफसी) के चैंपियन डेनवर ब्रोंकोस ने नेशनल फुटबॉल कांफ्रेंस (एनएफसी) की चैंपियन कैरोलिना पैंथर्स को 24-10 से हराकर अपना तीसरा सुपर बाउल खिताब जीता।",
109
- "question": "एएफसी का मतलब क्या है?"
110
- }
111
- ```
112
-
113
- ### Data Fields
114
- - `id (string)`: Unique identifier.
115
- - `squad_id (string)`: Unique identifier in Squad dataset.
116
- - `answer (strings)`: Answer as one of the two inputs.
117
- - `context (string)`: Context, the other input.
118
- - `question (string)`: Question, the output.
119
-
120
-
121
- ### Data Splits
122
-
123
- Here is the number of samples in each split for all the languages.
124
-
125
-
126
-
127
-
128
- Language | ISO 639-1 Code | Train | Dev | Test |
129
- ---------- | ---------- | ---------- | ---------- | ---------- |
130
- Assamese | as | 69,979 | 17,495 | 10,553 |
131
- Bengali | bn | 69,979 | 17,495 | 10,553 |
132
- Gujarati | gu | 69,979 | 17,495 | 10,553 |
133
- Hindi | hi | 69,979 | 17,495 | 10,553 |
134
- Kannada | kn | 69,979 | 17,495 | 10,553 |
135
- Malayalam | ml | 69,979 | 17,495 | 10,553 |
136
- Marathi | mr | 69,979 | 17,495 | 10,553 |
137
- Oriya | or | 69,979 | 17,495 | 10,553 |
138
- Punjabi | pa | 69,979 | 17,495 | 10,553 |
139
- Tamil | ta | 69,979 | 17,495 | 10,553 |
140
- Telugu | te | 69,979 | 17,495 | 10,553 |
141
-
142
-
143
- ## Dataset Creation
144
-
145
- ### Curation Rationale
146
-
147
- [Detailed in the paper](https://arxiv.org/abs/2203.05437)
148
-
149
- ### Source Data
150
-
151
- Squad Dataset(https://rajpurkar.github.io/SQuAD-explorer/)
152
-
153
- #### Initial Data Collection and Normalization
154
-
155
- [Detailed in the paper](https://arxiv.org/abs/2203.05437)
156
-
157
-
158
- #### Who are the source language producers?
159
-
160
- [Detailed in the paper](https://arxiv.org/abs/2203.05437)
161
-
162
-
163
- ### Annotations
164
- [More information needed]
165
- #### Annotation process
166
- [More information needed]
167
-
168
- #### Who are the annotators?
169
-
170
- [More information needed]
171
-
172
- ### Personal and Sensitive Information
173
-
174
- [More information needed]
175
-
176
- ## Considerations for Using the Data
177
-
178
- ### Social Impact of Dataset
179
-
180
- [More information needed]
181
-
182
- ### Discussion of Biases
183
-
184
- [More information needed]
185
-
186
- ### Other Known Limitations
187
-
188
- [More information needed]
189
-
190
- ## Additional Information
191
-
192
- ### Dataset Curators
193
-
194
- [More information needed]
195
-
196
- ### Licensing Information
197
-
198
- Contents of this repository are restricted to only non-commercial research purposes under the [Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0)](https://creativecommons.org/licenses/by-nc/4.0/). Copyright of the dataset contents belongs to the original copyright holders.
199
- ### Citation Information
200
-
201
- If you use any of the datasets, models or code modules, please cite the following paper:
202
- ```
203
- @inproceedings{Kumar2022IndicNLGSM,
204
- title={IndicNLG Suite: Multilingual Datasets for Diverse NLG Tasks in Indic Languages},
205
- author={Aman Kumar and Himani Shrotriya and Prachi Sahu and Raj Dabre and Ratish Puduppully and Anoop Kunchukuttan and Amogh Mishra and Mitesh M. Khapra and Pratyush Kumar},
206
- year={2022},
207
- url = "https://arxiv.org/abs/2203.05437",
208
- ```
209
-
210
-
211
- ### Contributions
212
-
213
- [Detailed in the paper](https://arxiv.org/abs/2203.05437)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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