Get the latest Science News and Discoveries

Reducing content bias in syllogistic reasoning via semantic abstraction. Experiments based on fine-tuning DeBERTa showed that abstraction-based augmentation reduces content effect and improves accuracy, leading to competitive performance on the official leaderboard.

Ewelina Księżniak. Proceedings of the 20th International Workshop on Semantic Evaluation (2026). 2026.

None