Papers with terminology extraction
BabelDOC: Better Layout-Preserving PDF Translation via Intermediate Representation (2026.acl-demo)
Copied to clipboard
| Challenge: | Existing document translation pipelines face a tension between linguistic processing and layout preservation. |
| Approach: | They propose a framework for layout-preserving PDF translation that decouples visual layout metadata from semantic content. |
| Outcome: | The proposed framework improves layout fidelity, visual aesthetics, and terminology consistency over representative baselines while maintaining competitive translation precision. |
Mathematical Entities: Corpora and Benchmarks (2024.lrec-main)
Copied to clipboard
| 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 . |