# MetaLWOZ

## Dataset

### Instruction

Paper: [Paper](http://workshop.colips.org/dstc7/dstc8/DTSC8_multidomain_task_proposal.pdf)

Homepage: [Official](https://www.microsoft.com/en-us/research/project/metalwoz/)

Collected by leveraging background knowledge from a larger, more highly represented dialogue source.

### Overview

| Dataset  | Num Train | Num Valid | Num Test | Source Length (Avg) | Target Length (Avg) |
| -------- | --------- | --------- | -------- | ------------------- | ------------------- |
| MetaLWOZ | $176,073$ | $17,912$  | -        | $45.6$              | $8.0$               |

### Data Sample

Input

```
'System response [X_SEP] can you help me with world knowledge?'
```

Output

```
'Yes, I can help you with that! What would you like to know?'
```


## LeaderBoard

Descending order by METRIC.

| Model | Metric | Repository | Generated Text |
| ----- | ------ | ---------- | -------------- |
|       |        |            |                |
|       |        |            |                |
|       |        |            |                |

## Citation

```
@inproceedings{metalwoz,
	author = {Lee, Sungjin and Schulz, Hannes and Atkinson, Adam and Gao, Jianfeng and Suleman, Kaheer and El 	Asri, Layla and Adada, Mahmoud and Huang, Minlie and Sharma, Shikhar and Tay, Wendy and Li, Xiujun},
	title = {Multi-Domain Task-Completion Dialog Challenge},
	booktitle = {Dialog System Technology Challenges},
	volume={8},
	number={9},
	url={http://workshop.colips.org/dstc7/dstc8/DTSC8_multidomain_task_proposal.pdf},
	year = {2019},
}
```

