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cs.CL2024★ 1 cited
Extending LLMs' Context Window with 100 Samples
Yikai Zhang, Junlong Li, Pengfei Liu
Large Language Models (LLMs) are known to have limited extrapolation ability beyond their pre-trained context window, constraining their application in downstream tasks with length…
cs.CL2023★ 1 cited
Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning
Jinyuan Wang, Junlong Li, Hai Zhao
In open-domain question-answering (ODQA), most existing questions require single-hop reasoning on commonsense. To further extend this task, we officially introduce open-domain mult…