no code implementations • 21 Jun 2024 • Xuan He, Dongfu Jiang, Ge Zhang, Max Ku, Achint Soni, Sherman Siu, Haonan Chen, Abhranil Chandra, Ziyan Jiang, Aaran Arulraj, Kai Wang, Quy Duc Do, Yuansheng Ni, Bohan Lyu, Yaswanth Narsupalli, Rongqi Fan, Zhiheng Lyu, YuChen Lin, Wenhu Chen
The main barrier is the lack of large-scale human-annotated dataset.
2 code implementations • 2 Apr 2024 • Tianle Li, Ge Zhang, Quy Duc Do, Xiang Yue, Wenhu Chen
We introduce a benchmark (LongICLBench) for long in-context learning in extreme-label classification using six datasets with 28 to 174 classes and input lengths from 2K to 50K tokens.