most citedmLoRA: Fine-Tuning LoRA Adapters via Highly-Efficient Pipeline Parallelism in Multiple GPUs

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cs.CL2026

ContextGuard: Structured Self-Auditing for Context Learning in Language Models

Hongbo Jin, Chi Wang, Haoran Tang +5

Recent benchmarks reveal that despite strong reasoning capabilities, large language models (LLMs) still struggle to faithfully apply complex contextual knowledge. These failures ar…