3 accepted papers
In real-world information-seeking scenarios, users have dynamic and diverse needs, requiring RAG systems to demonstrate adaptable resilience. To comprehensively evaluate the resilience of current RAG methods, we introduce HawkBench, a human-labeled, multi-domain benchmark designed to rigorously asse…
This paper presents Fosafer’s approach to the Track 2 Mandarin in the Multimodal Emotion and Intent Joint Understanding (MEIJU) challenge, which focuses on achieving joint recognition of emotion and intent in Mandarin, despite the issue of category imbalance. To alleviate this issue, we use a variet…
Online knowledge distillation (OKD), which simultaneously trains several peer networks to construct a powerful teacher on on-the-fly, has drawn much attention in recent years. OKD is designed to simplify the training procedure of conventional offline distillation. However, the ensemble strategy of e…