ViMRHP: A Vietnamese Benchmark Dataset for
Multimodal Review Helpfulness Prediction via
Human-AI Collaborative Annotation'[NLDB2025]
This dataset is originally constructed and provided for the Multimodal Review Helpfulness Prediction (MRHP) task. In addition to the main fields designed for MRHP, we have included several additional attributes and metadata to support other potential research tasks.
⚠️ Important Note:
The train / dev / test split is based on the product/review list, and is specifically designed for the MRHP task (ranking). If you intend to use this dataset for other tasks, please reconsider creating a custom data split that aligns better with your specific task requirements.
Given product information and a list of user-generated reviews, the objective is to rank the reviews based on their predicted helpfulness scores.
| Input | Output |
|---|---|
| Product Information & User-generated Reviews | Helpfulness Score (per review) |
{
"Rating": 5,
"Region": "VN",
"ShopId": 740144125,
"UserId": 1236172816,
"Comment": "Chất lượng sản phẩm: không thể nào chê vào đâu được nữa ,chất lượngthực sự kkkk",
"Response": "Dựa trên thông tin văn bản và hình ảnh được cung cấp, phân tích như sau:\n\n### Key aspects\n- Chất lượng sản phẩm rất tốt.\n- Thiết kế sản phẩm hiện đại.\n- Tính năng sử dụng dễ dàng.\n- Độ bền cao.\n\n### Decision-making advice\n- Nên mua sản phẩm này cho những ai cần một thiết bị chất lượng.\n- Phù hợp cho người dùng yêu thích công nghệ.\n- Không nên mua nếu không cần thiết hoặc không sử dụng thường xuyên.\n\n### Image helpfulness\n- **Relevance**: Hình ảnh liên quan đến sản phẩm được mô tả.\n- **Clarity**: Hình ảnh rõ ràng, thể hiện sản phẩm tốt.\n- **Illustrative Value**: Hình ảnh giúp người tiêu dùng hiểu rõ hơn về sản phẩm.\n- **Engagement**: Hình ảnh thu hút người xem.\n\n### Helpfulness_Score\n- **Key aspects**: 5.0\n- **Decision-making advice**: 4.0\n- **Image helpfulness**: 5.0\n\nTính trung bình: (5.0 + 4.0 + 5.0) / 3 = 4.67\n\n**Helpfulness_Score**: 4.67",
"Anonymous": "Yes",
"CommentId": 15035263733,
"ProductId": 25376374972,
"ScrapedAt": "2024-08-22T19:58:54.015Z",
"ProductUrl": "https://shopee.vn/Loa-Bluetooth-Ch%E1%BB%AF-G-Led-RGB-REMI-OFFICIAL-S%E1%BA%A1c-Nhanh-Kh%C3%B4ng-D%C3%A2y-%C4%90%C3%A8n-Nh%C3%A1y-Theo-Nh%E1%BA%A1c-Thi%E1%BA%BFt-K%E1%BA%BF-Sang-Tr%E1%BB%8Dng-i.740144125.25376374972?sp_atk=98f8d732-b119-4f00-8ce1-50c336957647&xptdk=98f8d732-b119-4f00-8ce1-50c336957647",
"UserShopId": 1235759082.0,
"CommentDate": "2024-04-30T04:56:11.000Z",
"ProductName": "Loa Bluetooth Chữ G Led RGB, REMI OFFICIAL Sạc Nhanh Không Dây,Đèn Nháy Theo Nhạc,Thiết Kế Sang Trọng",
"ProductImage": [
"https://down-bs-us.img.susercontent.com/vn-11134207-7r98o-lvu9zppbukm195.webp"
],
"CommentImages": [
"https://down-bs-us.img.susercontent.com/vn-11134103-7r98o-lupxpni2g6qa85.webp",
"https://down-bs-us.img.susercontent.com/vn-11134103-7r98o-lupxpni2hlaqc7.webp",
"https://down-bs-us.img.susercontent.com/vn-11134103-7r98o-lupxpni2izv6b2.webp",
"https://down-bs-us.img.susercontent.com/vn-11134103-7r98o-lupxpni2kefm62.webp",
"https://down-bs-us.img.susercontent.com/vn-11134103-7r98o-lupxpni2lt0261.webp"
],
"CommentVideos": null,
"BoughtProducts": "Loa Bluetooth Chữ G Led RGB, REMI OFFICIAL Sạc Nhanh Không Dây,Đèn Nháy Theo Nhạc,Thiết Kế Sang Trọng, Loa G Đồng Hồ",
"CommentImagesPath": [
"ReviewImages/25376374972/15035263733/15035263733_3.jpg",
"ReviewImages/25376374972/15035263733/15035263733_1.jpg",
"ReviewImages/25376374972/15035263733/15035263733_4.jpg",
"ReviewImages/25376374972/15035263733/15035263733_5.jpg",
"ReviewImages/25376374972/15035263733/15035263733_2.jpg"
],
"ProductImagesPath": [
"ProductImages/25376374972/25376374972_8.jpg",
"ProductImages/25376374972/25376374972_7.jpg",
"ProductImages/25376374972/25376374972_5.jpg",
"ProductImages/25376374972/25376374972_9.jpg",
"ProductImages/25376374972/25376374972_2.jpg",
"ProductImages/25376374972/25376374972_1.jpg",
"ProductImages/25376374972/25376374972_6.jpg",
"ProductImages/25376374972/25376374972_3.jpg",
"ProductImages/25376374972/25376374972_4.jpg"
],
"Helpfulness_Score": 3,
"DetailRating": "product_quality: 5\nseller_service: 5\ndelivery_service: 5",
"Id": 134482501,
"KeyAspects": "2",
"DecisionMakingAdvice": "3",
"ImageHelpfulness": "5",
"SubCategory": "Loa"
},| Field | Type | Explanation |
|---|---|---|
Anonymous |
str |
Indicates whether the user posted the review anonymously |
BoughtProducts |
str |
List of products purchased by the user, as mentioned in the review |
Comment |
str |
Text content of the user’s review |
CommentDate |
str |
Date when the user wrote the review |
CommentId |
int |
Unique identifier of the review |
CommentImages |
list |
List of URLs for images uploaded by the user |
CommentImagesPath |
list |
Local storage path for user-uploaded review images |
CommentVideos |
str |
URLs of videos (if any) uploaded with the review |
DecisionMakingAdvice |
int |
Score reflecting how helpful the review is for purchase decision-making (scale 1–5) |
DetailRating |
str |
Detailed scores for product quality, seller service, and delivery service |
Helpfulness_Score (Ground-truth) |
int |
Final score for overall helpfulness (scale 1–5) |
Id |
int |
Id for each data sample |
ImageHelpfulness |
int |
Score assessing the usefulness of attached images (scale 1–5) |
KeyAspects |
int |
Score evaluating how well the review covers key product aspects (scale 1–5) |
ProductId |
int |
Unique identifier of the reviewed product |
ProductImage |
list |
List of product image URLs scraped from the e-commerce platform |
ProductImagesPath |
list |
Local storage path of product images |
ProductName |
str |
Name of the reviewed product |
ProductUrl |
str |
URL of the product’s page on the platform |
Rating |
int |
Overall rating score provided by the user (scale from 1 to 5) |
Region |
str |
Country or region where the review was made |
Response |
str |
AI-generated analysis response for review |
ShopId |
int |
Unique identifier of the shop |
SubCategory |
str |
Subcategory of the product |
UserId |
int |
Unique identifier of the user who wrote the review |
| Category | Drive Link | Quick Command |
|---|---|---|
| Fashion | Link | !gdown 1EsNnvAGUNJJd_XtthaENLywz2DPtoUIC |
| Electronic | Link | !gdown 1-D29tOyissD9z1qD6Q0eHQIuXFJkK8hp |
| Health & Beauty | Link | !gdown 1-IpBJaQyIQawIr8I-xJcSctnUsP_4dhd |
| Home & Lifestyle | Link | !gdown 1-I5e9iUINj1b8CnRdQn6wi45sObI6W31 |
└── 📁ViMRHP
└── 📁Fashion
└── 📁ProductImages
└── 📁ReviewImages
└── Fashion-train.json
└── Fashion-dev.json
└── Fashion-test.json
└── 📁Electronic
└── 📁ProductImages
└── 📁ReviewImages
└── Electronic-train.json
└── Electronic-dev.json
└── Electronic-test.json
└── 📁HomeLifestyle
└── 📁ProductImages
└── 📁ReviewImages
└── HomeLifestyle-train.json
└── HomeLifestyle-dev.json
└── HomeLifestyle-test.json
└── 📁HealthBeauty
└── 📁ProductImages
└── 📁ReviewImages
└── HealthBeauty-train.json
└── HealthBeauty-dev.json
└── HealthBeauty-test.json
If you are using the ViMRHP in your work, please cite the following:
@inproceedings{
author="Nguyen, Truc Mai-Thanh and Nguyen, Dat Minh and Luu, Son T. and Nguyen, Kiet Van",
title="ViMRHP: A Vietnamese Benchmark Dataset for Multimodal Review Helpfulness Prediction via Human-AI Collaborative Annotation",
booktitle="Natural Language Processing and Information Systems",
year="2025",
publisher="Springer Nature Switzerland",
address="Cham",
pages="291--305"
}This project is licensed under the MIT License - see the LICENSE file for details.