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cs.CL2024
Tuning Language Models by Mixture-of-Depths Ensemble
Haoyan Luo, Lucia Specia
Transformer-based Large Language Models (LLMs) traditionally rely on final-layer loss for finetuning and final-layer representations for predictions, potentially overlooking the pr…
cs.CL2024★ 16 cited
From Understanding to Utilization: A Survey on Explainability for Large Language Models
Haoyan Luo, Lucia Specia
Explainability for Large Language Models (LLMs) is a critical yet challenging aspect of natural language processing. As LLMs are increasingly integral to diverse applications, thei…