Papers by Olga Kellert
Parsing the Switch: LLM-Based UD Annotation for Complex Code-Switched and Low-Resource Languages (2025.findings-emnlp)
Copied to clipboard
| Challenge: | Existing approaches to analyzing code-switched data are limited in their ability to generalize to multilingual and mixed-language inputs. |
| Approach: | They propose a large-language model-based annotation pipeline to produce UD annotations for code-switched text. |
| Outcome: | The proposed pipeline outperforms existing parsers and baselines in syntactic analysis. |