Delete README.md
Browse files
README.md
DELETED
@@ -1,106 +0,0 @@
|
|
1 |
-
---
|
2 |
-
annotations_creators:
|
3 |
-
- expert-generated
|
4 |
-
- crowdsourced
|
5 |
-
language:
|
6 |
-
- en
|
7 |
-
language_creators:
|
8 |
-
- found
|
9 |
-
- crowdsourced
|
10 |
-
- expert-generated
|
11 |
-
license:
|
12 |
-
- c-uda
|
13 |
-
multilinguality:
|
14 |
-
- monolingual
|
15 |
-
paperswithcode_id: totto
|
16 |
-
pretty_name: HiTab
|
17 |
-
size_categories:
|
18 |
-
- 10K<n<100K
|
19 |
-
source_datasets:
|
20 |
-
- original
|
21 |
-
- extended|totto
|
22 |
-
tags: []
|
23 |
-
task_categories:
|
24 |
-
- table-to-text
|
25 |
-
- question-answering
|
26 |
-
task_ids: []
|
27 |
-
dataset_info:
|
28 |
-
features:
|
29 |
-
- name: id
|
30 |
-
dtype: string
|
31 |
-
- name: table_id
|
32 |
-
dtype: string
|
33 |
-
- name: table_source
|
34 |
-
dtype: string
|
35 |
-
- name: sentence_id
|
36 |
-
dtype: string
|
37 |
-
- name: sub_sentence_id
|
38 |
-
dtype: string
|
39 |
-
- name: sub_sentence
|
40 |
-
dtype: string
|
41 |
-
- name: question
|
42 |
-
dtype: string
|
43 |
-
- name: answer
|
44 |
-
dtype: large_string
|
45 |
-
- name: aggregation
|
46 |
-
dtype: large_string
|
47 |
-
- name: linked_cells
|
48 |
-
dtype: large_string
|
49 |
-
- name: answer_formulas
|
50 |
-
dtype: large_string
|
51 |
-
- name: reference_cells_map
|
52 |
-
dtype: large_string
|
53 |
-
- name: table_content
|
54 |
-
dtype: large_string
|
55 |
-
splits:
|
56 |
-
- name: train
|
57 |
-
num_bytes: 36419103
|
58 |
-
num_examples: 7417
|
59 |
-
- name: validation
|
60 |
-
num_bytes: 8312699
|
61 |
-
num_examples: 1671
|
62 |
-
- name: test
|
63 |
-
num_bytes: 7710891
|
64 |
-
num_examples: 1584
|
65 |
-
download_size: 6462957
|
66 |
-
dataset_size: 52442693
|
67 |
-
---
|
68 |
-
|
69 |
-
# Dataset Card for HiTab
|
70 |
-
|
71 |
-
## Dataset Description
|
72 |
-
- **Homepage:** https://www.microsoft.com/en-us/research/publication/hitab-a-hierarchical-table-dataset-for-question-answering-and-natural-language-generation/
|
73 |
-
- **Repository:** https://github.com/microsoft/HiTab/blob/main/LICENSE
|
74 |
-
- **Paper:** https://aclanthology.org/2022.acl-long.78/
|
75 |
-
|
76 |
-
### Dataset Summary
|
77 |
-
HiTab is a dataset for question answering and data-to-text over hierarchical tables . It contains 10,672 samples and 3,597 tables from statistical reports (StatCan, NSF) and Wikipedia (ToTTo). 98.1% of the tables in HiTab are with hierarchies.
|
78 |
-
|
79 |
-
### Supported Tasks and Leaderboards
|
80 |
-
Table-to-Text Generation, Question Answering
|
81 |
-
|
82 |
-
### Languages
|
83 |
-
English
|
84 |
-
|
85 |
-
### Data Instances
|
86 |
-
3,597 tables, 10,686 sentences
|
87 |
-
|
88 |
-
### Data Splits
|
89 |
-
train, test, validation
|
90 |
-
|
91 |
-
## Dataset Creation
|
92 |
-
During the dataset annotation process, annotators first manually collect tables and descriptive sentences highly-related to tables on statistical websites written by professional analysts. Then these descriptions are revised to questions to preserve the original meanings and analyses.
|
93 |
-
|
94 |
-
### Licensing Information
|
95 |
-
|
96 |
-
This dataset follows the Computational Use of Data Agreement v1.0.
|
97 |
-
|
98 |
-
### Citation Information
|
99 |
-
|
100 |
-
```
|
101 |
-
@article{cheng2021hitab,
|
102 |
-
title={HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation},
|
103 |
-
author={Cheng, Zhoujun and Dong, Haoyu and Wang, Zhiruo and Jia, Ran and Guo, Jiaqi and Gao, Yan and Han, Shi and Lou, Jian-Guang and Zhang, Dongmei},
|
104 |
-
journal={arXiv preprint arXiv:2108.06712},
|
105 |
-
year={2021}
|
106 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|