Papers with mathematical language
Tree-Based Representation and Generation of Natural and Mathematical Language (2023.acl-long)
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| Challenge: | Existing models for generating and modeling mathematical language are limited . existing models for modeling and generating mathematical language simply treat mathematical expressions as text . |
| Approach: | They propose to combine mathematical expressions and text-based models to generate mathematically valid expressions. |
| Outcome: | The proposed model outperforms baselines on mathematical expression generation tasks. |
Mathematical Entities: Corpora and Benchmarks (2024.lrec-main)
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| Challenge: | a limited amount of annotated data is available for mathematical language processing . mathematics is a highly specialized domain with its own unique set of challenges . |
| Approach: | They provide annotated corpora that can be used to study the language of mathematics . they provide part-of-speech tags, lemmas, and dependency trees . |
| Outcome: | The proposed corpora provide part-of-speech tags, lemmas, and dependency trees . the learning assistant grants access to the content of the corporata in a context-sensitive manner . |