2 papers
cs.LG2026
SAPE: Sandwich Adapters for Parameter Efficiency in Large Language Model Fine-Tuning
Mohammad Aref Jafari-Raddani, Morteza Mohajjel Kafshdooz
While Parameter-Efficient Fine-Tuning (PEFT) has substantially reduced the hardware cost of adapting Large Language Models (LLMs) by decreasing the number of trainable parameters,…
cs.CL2026
Error-Aware TF-IDF Retrieval-Augmented Generation for ASR Error Correction
Mohammad Aref Jafari-Raddani
End-to-end automatic speech recognition systems frequently hallucinate rare entities and domain-specific terms, especially in low-resource languages. While retrieval-augmented gene…