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cs.CL2024★ 4 cited
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue
Hao Li, Chenghao Yang, An Zhang +3
Open-domain dialogue systems have seen remarkable advancements with the development of large language models (LLMs). Nonetheless, most existing dialogue systems predominantly focus…
cs.CL2024
Equipping Transformer with Random-Access Reading for Long-Context Understanding
Chenghao Yang, Zi Yang, Nan Hua
Long-context modeling presents a significant challenge for transformer-based large language models (LLMs) due to the quadratic complexity of the self-attention mechanism and issues…