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scofield7419 committed Jun 15, 2023
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This repository contains data and code for the ACL23 (findings) paper: [DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis](https://arxiv.org/abs/2211.05705)

Also see the [project page](https://conasq.pages.dev/) for more details.

**See the [project page](https://diaasq-page.pages.dev/) for more details.**

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In this work, we propose a new task named DiaASQ, which aims to extract Target-Aspect-Opinion-Sentiment quadruples from the given dialogue.
More details about the task can be found in our [paper](https://arxiv.org/abs/2211.05705).

<center>
<img src="./data/fig_sample.png" width="50%" />
</center>

<p align="center">
<img src="./data/fig_sample.png" width="40%" />
</p>


## DiaASQ Data

The dataset can be found at:
```bash
data/dataset
- jsons_en
- jsons_cn
```


## Requirements
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## Code Usage

+ Dataset: the dataset can be found at:
```bash
data/dataset
```

+ Train && Evaluate on the Chinese dataset
```bash
bash scripts/train_zh.sh
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