most citedTransfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2024

LongWanjuan: Towards Systematic Measurement for Long Text Quality

Kai Lv, Xiaoran Liu, Qipeng Guo +4

The quality of training data are crucial for enhancing the long-text capabilities of foundation models. Despite existing efforts to refine data quality through heuristic rules and…

cs.CL2023★ 1 cited

Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge

Vasudha Varadarajan, Swanie Juhng, Syeda Mahwish +4

While transformer-based systems have enabled greater accuracies with fewer training examples, data acquisition obstacles still persist for rare-class tasks -- when the class label…