From Algebraic Word Problem to Program: A Formalized Approach
Fuente:
arXiv
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Preprint |
| Published: |
2020
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866913301560033280 |
|---|---|
| author | Wiemerslage, Adam Ahmed, Shafiuddin Rehan |
| author_facet | Wiemerslage, Adam Ahmed, Shafiuddin Rehan |
| contents | In this paper, we propose a pipeline to convert grade school level algebraic word problem into program of a formal languageA-IMP. Using natural language processing tools, we break the problem into sentence fragments which can then be reduced to functions. The functions are categorized by the head verb of the sentence and its structure, as defined by (Hosseini et al., 2014). We define the function signature and extract its arguments from the text using dependency parsing. We have a working implementation of the entire pipeline which can be found on our github repository. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2003_11517 |
| institution | arXiv |
| publishDate | 2020 |
| record_format | arxiv |
| spellingShingle | From Algebraic Word Problem to Program: A Formalized Approach Wiemerslage, Adam Ahmed, Shafiuddin Rehan Computation and Language Programming Languages In this paper, we propose a pipeline to convert grade school level algebraic word problem into program of a formal languageA-IMP. Using natural language processing tools, we break the problem into sentence fragments which can then be reduced to functions. The functions are categorized by the head verb of the sentence and its structure, as defined by (Hosseini et al., 2014). We define the function signature and extract its arguments from the text using dependency parsing. We have a working implementation of the entire pipeline which can be found on our github repository. |
| title | From Algebraic Word Problem to Program: A Formalized Approach |
| topic | Computation and Language Programming Languages |
| url | https://arxiv.org/abs/2003.11517 |