SCA-GPS

KO | EN

gitlite — search

#javascript #python #hacktoberfest #react #llm #golang #rust #macos #nodejs #java #cli #awesome-list #security #mcp

(★ 16)

Code of ACM MM 2023 Paper: A Symbolic Characters Aware Model for Solving Geometry Problems

SCA-GPS 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# SCA-GPS

## Introduction
Code for paper [A Symbolic Characters Aware Model for Solving Geometry Problems](https://dl.acm.org/doi/10.1145/3581783.3612570) - _ACM MM 2023_

## Run

### Environment
transformers==4.17.0

allennlp==0.9.0

### Refined GeoQA Dataset
Please note, we refined the GeoQA dataset to remove the Alpha Chanel in the geometry diagrams to satisfy the requirement of ViT input. The refined dataset named as GeoQA-Pro and used in this repo.

### Prepare Roberta-CHN
Due to LFS space limited, please download roberta-chn from https://huggingface.co/hfl/chinese-roberta-wwm-ext and move the pytorch_model.bin to the roberta folder in this repo.

### Training    
    allennlp train config/DPE.json --include-package DPE -s test/

### Evaluating
    allennlp evaluate test/  GeoQA-Data/Geo-Pro/pro_test.pk --include-package DPE-test --cuda-device 0

## Citation

If the paper or the code helps you, please cite the paper in the following format :

```
@inproceedings{ning2023SCAGPS, 
    author = {Ning, Maizhen and Wang, Qiu-Feng and Huang, Kaizhu and Huang, Xiaowei}, 
    title = {A Symbolic Characters Aware Model for Solving Geometry Problems}, 
    year = {2023}, 
    doi = {10.1145/3581783.3612570}, 
    booktitle = {Proceedings of the 31st ACM International Conference on Multimedia}, 
    series = {MM '23} 
}
```

SCA-GPS

SCA-GPS 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

SCA-GPS

SCA-GPS 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README