2 papers
cs.LG2026
Making LoRA Identifiable: Orthogonal Alignment for Continual Learning
Pratik Rakesh Singh, Mohammadi Zaki, Akash Saha +2
There is growing interest in applying Parameter-Efficient Fine-Tuning (PEFT) to Continual Learning, as it enables faster training, mitigates catastrophic forgetting, and facilitate…
cs.CL2026
Graph-Based Phonetic Error Correction of Noisy ASR
Pratik Rakesh Singh, Mohammadi Zaki, Aneesh Mukkamala +1
Automatic speech recognition (ASR) systems, despite low overall word error rates, produce residual lexical errors that disproportionately affect semantically critical tokens such a…