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cs.AI2026
Label-Centric Knowledge Retrieval for Zero-Shot Text Classification
Daoping Wu, Dong Wang, Siyu Liu +5
Flagship large language models (LLMs) offer rich general knowledge and strong reasoning capabilities, but their high inference cost and latency limit their use for large-scale data…
cs.AI2026
Dr. Zero: Self-Evolving Search Agents without Training Data
Zhenrui Yue, Kartikeya Upasani, Xianjun Yang +5
As high-quality data becomes increasingly difficult to obtain, self-evolution without curated training data has emerged as a promising paradigm. This approach allows large language…