Papers by Sibel Adali
ConShift: Sense-based Language Variation Analysis using Flexible Alignment (2025.findings-naacl)
Copied to clipboard
| Challenge: | Existing methods for semantic variation analysis are limited due to the limited evaluation datasets available for word-level and sense-level variants. |
| Approach: | They propose a family of alignment-based algorithms that enable semantic variation analysis at the sense-level. |
| Outcome: | The proposed algorithms can detect multiple sense-level language variations while providing explanations through visualization of related concepts. |