C
Chi Wang
Total Citations
100
h-index
2
Papers
1
Publications
#1
2605.26827v1
May 26, 2026
ContextGuard: Structured Self-Auditing for Context Learning in Language Models
Recent benchmarks reveal that despite strong reasoning capabilities, large language models (LLMs) still struggle to faithfully apply complex contextual knowledge. These failures are often not wholesale reasoning collapses: in context-rich tasks, models may follow the central reasoning path while missing peripheral, persistent, or format-sensitive requirements.
Jiayu Ding
Hongbo Jin
Zhongjing Du
Qiao Zhang
Jingqi Tian
+3
0 Citations