作者位次 #2/6ICML 2026Poster· Deep Learning / Large Language Models
Zero-source LLM Hallucination Detection with Human-like Criteria Probing
Jiahao Yang · Shuhai Zhang · Hailong Kang · Feng Liu · Qi Chen · Mingkui Tan
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Jiahao Yang · Shuhai Zhang · Hailong Kang · Feng Liu · Qi Chen · Mingkui Tan
Zeng You · Yaofo Chen · Qiuwu Chen · Ying Sun · Shuhai Zhang · Yingjian Li · Yaowei Wang · Mingkui Tan
Large language models (LLMs) face significant challenges in processing long contexts due to the linear growth of the key-value (KV) cache and quadratic complexity of self-attention. Existing approaches address these bottlenecks separately: Multi-head Latent Attention (MLA) reduces the KV cache by...