Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,75 @@
|
|
| 1 |
---
|
| 2 |
license: mit
|
| 3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
license: mit
|
| 3 |
---
|
| 4 |
+
|
| 5 |
+
# Dataset Card for FeedbackQA
|
| 6 |
+
|
| 7 |
+
## Table of Contents
|
| 8 |
+
- [Table of Contents](#table-of-contents)
|
| 9 |
+
- [Dataset Description](#dataset-description)
|
| 10 |
+
- [Dataset Summary](#dataset-summary)
|
| 11 |
+
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
|
| 12 |
+
- [Languages](#languages)
|
| 13 |
+
- [Dataset Structure](#dataset-structure)
|
| 14 |
+
- [Data Instances](#data-instances)
|
| 15 |
+
- [Data Fields](#data-fields)
|
| 16 |
+
- [Data Splits](#data-splits)
|
| 17 |
+
- [Dataset Creation](#dataset-creation)
|
| 18 |
+
- [Curation Rationale](#curation-rationale)
|
| 19 |
+
- [Source Data](#source-data)
|
| 20 |
+
- [Annotations](#annotations)
|
| 21 |
+
- [Personal and Sensitive Information](#personal-and-sensitive-information)
|
| 22 |
+
- [Considerations for Using the Data](#considerations-for-using-the-data)
|
| 23 |
+
- [Social Impact of Dataset](#social-impact-of-dataset)
|
| 24 |
+
- [Discussion of Biases](#discussion-of-biases)
|
| 25 |
+
- [Other Known Limitations](#other-known-limitations)
|
| 26 |
+
- [Additional Information](#additional-information)
|
| 27 |
+
- [Dataset Curators](#dataset-curators)
|
| 28 |
+
- [Licensing Information](#licensing-information)
|
| 29 |
+
- [Citation Information](#citation-information)
|
| 30 |
+
- [Contributions](#contributions)
|
| 31 |
+
|
| 32 |
+
## Dataset Description
|
| 33 |
+
|
| 34 |
+
- **Homepage: https://mcgill-nlp.github.io/feedbackQA/**
|
| 35 |
+
- **Repository: https://github.com/McGill-NLP/feedbackQA**
|
| 36 |
+
- **Paper:**
|
| 37 |
+
- **Leaderboard:**
|
| 38 |
+
|
| 39 |
+
### Dataset Summary
|
| 40 |
+
|
| 41 |
+
FeedbackQA is a retrieval-based QA dataset that contains interactive feedback from users.
|
| 42 |
+
It has two parts: the first part contains a conventional RQA dataset,
|
| 43 |
+
whilst this repo contains the second part, which contains feedback(ratings and natural language explanations) for QA pairs.
|
| 44 |
+
|
| 45 |
+
Please find the full dataset [here](https://github.com/McGill-NLP/feedbackQA_data).
|
| 46 |
+
|
| 47 |
+
### Languages
|
| 48 |
+
|
| 49 |
+
English
|
| 50 |
+
|
| 51 |
+
## Dataset Creation
|
| 52 |
+
For each question-answer pair, we collected multiple feedback, each of which consists of a rating, selected
|
| 53 |
+
from excellent, good, could be improved, bad, and a natural language explanation
|
| 54 |
+
elaborating on the strengths and/or weaknesses of the answer.
|
| 55 |
+
|
| 56 |
+
#### Initial Data Collection and Normalization
|
| 57 |
+
We scraped Covid-19-related content from official websites.
|
| 58 |
+
|
| 59 |
+
|
| 60 |
+
### Annotations
|
| 61 |
+
|
| 62 |
+
|
| 63 |
+
#### Who are the annotators?
|
| 64 |
+
|
| 65 |
+
Crowd-workers
|
| 66 |
+
|
| 67 |
+
|
| 68 |
+
### Licensing Information
|
| 69 |
+
|
| 70 |
+
[More Information Needed]
|
| 71 |
+
|
| 72 |
+
|
| 73 |
+
### Contributions
|
| 74 |
+
|
| 75 |
+
[McGill-NLP](https://github.com/McGill-NLP)
|