Datasets:
Tasks:
Question Answering
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
< 1K
ArXiv:
Tags:
table-question-answering
License:
id
stringclasses 6
values | question
stringclasses 5
values | answers
sequence | table
dict | aggregation_label
stringclasses 2
values | answer_coordinates
sequence |
---|---|---|---|---|---|
nt-0 | What is the duration for the last invocation? | [
"340 ms"
] | {
"header": [
"recent",
"type",
"spans",
"logs",
"errors",
"warnings",
"duration",
"resource"
],
"rows": [
[
"1",
"span",
"1",
"1",
"1",
"2",
"340 ms",
"aws-lambda-typescript-express-dev-express"
]
]
} | SUM | [
[
0,
6
]
] |
nt-1 | What is the duration for the last invocation? | [
"383 ms"
] | {
"header": [
"recent",
"type",
"spans",
"logs",
"errors",
"warnings",
"duration",
"resource"
],
"rows": [
[
"1",
"span",
"1",
"1",
"1",
"2",
"340 ms",
"aws-lambda-typescript-express-dev-express"
],
[
"1",
"span",
"1",
"1",
"1",
"2",
"383 ms",
"aws-lambda-typescript-express-dev-express"
]
]
} | SUM | [
[
1,
6
]
] |
nt-2 | What is the duration for the last typescript express invocation? | [
"522 ms"
] | {
"header": [
"recent",
"type",
"spans",
"logs",
"errors",
"warnings",
"duration",
"resource"
],
"rows": [
[
"1",
"span",
"0",
"0",
"1",
"1",
"80 ms",
"aws-lambda-serverless-sdk-dev-api"
],
[
"1",
"span",
"0",
"0",
"0",
"0",
"N/A",
"aws-lambda-typescript-express-dev-express"
],
[
"1",
"span",
"0",
"0",
"0",
"0",
"N/A",
"aws-lambda-typescript-express-dev-express"
],
[
"1",
"span",
"1",
"1",
"1",
"2",
"522 ms",
"aws-lambda-typescript-express-dev-express"
]
]
} | SUM | [
[
3,
6
]
] |
nt-3 | How many errors were in the last serverless sdk api invocation? | [
"1"
] | {
"header": [
"recent",
"type",
"spans",
"logs",
"errors",
"warnings",
"duration",
"resource"
],
"rows": [
[
"1",
"span",
"0",
"0",
"1",
"1",
"80 ms",
"aws-lambda-serverless-sdk-dev-api"
],
[
"1",
"span",
"0",
"0",
"0",
"0",
"N/A",
"aws-lambda-typescript-express-dev-express"
],
[
"1",
"span",
"0",
"0",
"0",
"0",
"N/A",
"aws-lambda-typescript-express-dev-express"
],
[
"1",
"span",
"1",
"1",
"1",
"2",
"522 ms",
"aws-lambda-typescript-express-dev-express"
],
[
"1",
"span",
"0",
"0",
"1",
"1",
"42 ms",
"aws-lambda-serverless-sdk-dev-api"
],
[
"1",
"span",
"1",
"1",
"1",
"2",
"410 ms",
"aws-lambda-typescript-express-dev-express"
],
[
"1",
"span",
"0",
"0",
"1",
"1",
"28 ms",
"aws-lambda-serverless-sdk-dev-api"
]
]
} | SUM | [
[
6,
4
]
] |
nt-4 | What is the average duration for the serverless sdk api? | [
"28 ms",
"42 ms",
"80 ms"
] | {
"header": [
"recent",
"type",
"spans",
"logs",
"errors",
"warnings",
"duration",
"resource"
],
"rows": [
[
"1",
"span",
"0",
"0",
"1",
"1",
"80 ms",
"aws-lambda-serverless-sdk-dev-api"
],
[
"1",
"span",
"0",
"0",
"0",
"0",
"N/A",
"aws-lambda-typescript-express-dev-express"
],
[
"1",
"span",
"0",
"0",
"0",
"0",
"N/A",
"aws-lambda-typescript-express-dev-express"
],
[
"1",
"span",
"1",
"1",
"1",
"2",
"522 ms",
"aws-lambda-typescript-express-dev-express"
],
[
"1",
"span",
"0",
"0",
"1",
"1",
"42 ms",
"aws-lambda-serverless-sdk-dev-api"
],
[
"1",
"span",
"1",
"1",
"1",
"2",
"410 ms",
"aws-lambda-typescript-express-dev-express"
],
[
"1",
"span",
"0",
"0",
"1",
"1",
"28 ms",
"aws-lambda-serverless-sdk-dev-api"
]
]
} | AVERAGE | [
[
6,
6
],
[
4,
6
],
[
0,
6
]
] |
nt-5 | What is total error count for the serverless sdk api? | [
"1",
"1",
"1"
] | {
"header": [
"recent",
"type",
"spans",
"logs",
"errors",
"warnings",
"duration",
"resource"
],
"rows": [
[
"1",
"span",
"0",
"0",
"1",
"1",
"80 ms",
"aws-lambda-serverless-sdk-dev-api"
],
[
"1",
"span",
"0",
"0",
"0",
"0",
"N/A",
"aws-lambda-typescript-express-dev-express"
],
[
"1",
"span",
"0",
"0",
"0",
"0",
"N/A",
"aws-lambda-typescript-express-dev-express"
],
[
"1",
"span",
"1",
"1",
"1",
"2",
"522 ms",
"aws-lambda-typescript-express-dev-express"
],
[
"1",
"span",
"0",
"0",
"1",
"1",
"42 ms",
"aws-lambda-serverless-sdk-dev-api"
],
[
"1",
"span",
"1",
"1",
"1",
"2",
"410 ms",
"aws-lambda-typescript-express-dev-express"
],
[
"1",
"span",
"0",
"0",
"1",
"1",
"28 ms",
"aws-lambda-serverless-sdk-dev-api"
]
]
} | SUM | [
[
6,
4
],
[
4,
4
],
[
0,
4
]
] |
Dataset Card for dev_mode-wtq
Dataset Summary
The dev_mode-wtq dataset is a small-scale dataset for the task of question answering on semi-structured tables.
This data includes the aggregation_label
and answer_coordinates
to make it easy to train this model on any TAPAS based modles.
Supported Tasks and Leaderboards
question-answering, table-question-answering
Languages
en
Dataset Structure
Data Instances
default
- Size of downloaded dataset files: 27.91 MB
- Size of the generated dataset: 45.68 MB
- Total amount of disk used: 73.60 MB
An example of 'validation' looks as follows:
{
"id": "nt-0",
"question": "What is the duration for the last invocation?",
"answers": [
"340 ms"
],
"table": {
"header": [
"recent",
"type",
"spans",
"logs",
"errors",
"warnings",
"duration",
"resource"
],
"rows": [
[
"1",
"span",
"1",
"1",
"1",
"2",
"340 ms",
"aws-lambda-typescript-express-dev-express"
]
]
}
}
Data Fields
The data fields are the same among all splits.
default
id
: astring
feature.question
: astring
feature.answers
: alist
ofstring
feature.answers_coordinates
: alist
ofint,int
tuples.aggregation_label
: astring
feature.table
: a dictionary feature containing:header
: alist
ofstring
features.rows
: alist
oflist
ofstring
features:name
: astring
feature.
Data Splits
TBA
Dataset Creation
Curation Rationale
[Needs More Information]
Source Data
Initial Data Collection and Normalization
[Needs More Information]
Who are the source language producers?
[Needs More Information]
Annotations
Annotation process
[Needs More Information]
Who are the annotators?
[Needs More Information]
Personal and Sensitive Information
[Needs More Information]
Considerations for Using the Data
Social Impact of Dataset
[Needs More Information]
Discussion of Biases
[Needs More Information]
Other Known Limitations
[Needs More Information]
Additional Information
Dataset Curators
Panupong Pasupat and Percy Liang
Licensing Information
Creative Commons Attribution Share Alike 4.0 International
Citation Information
@inproceedings{pasupat-liang-2015-compositional,
title = "Compositional Semantic Parsing on Semi-Structured Tables",
author = "Pasupat, Panupong and Liang, Percy",
booktitle = "Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)",
month = jul,
year = "2015",
address = "Beijing, China",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/P15-1142",
doi = "10.3115/v1/P15-1142",
pages = "1470--1480",
}
Contributions
Thanks to @SivilTaram for adding this dataset.
- Downloads last month
- 45
Homepage:
WikiTableQuestions homepage
Repository:
WikiTableQuestions repository
Paper:
Compositional Semantic Parsing on Semi-Structured Tables
Leaderboard:
WikiTableQuestions leaderboard on PaperWithCode
Size of downloaded dataset files:
5.6 kB
Size of the auto-converted Parquet files:
5.6 kB
Number of rows:
6