2025
Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction
ACL 2025long
To address the phenomenon of similar classes, existing methods in few-shot continual relation extraction (FCRE) face two main challenges: non-representative prototypes and representation bias, especially when the number of available samples is limited. In our work, we propose Minion to address these…