Showing cs.CLShow all
2 papers · 1 filter
cs.CL2026
Analyzing Speech Condition Effects in Dysarthric ASR: A Layer-wise Probing Study
Darwin Jelestin Muthu, Navya Gupta, Wei Lin Tay +3
Automatic speech recognition (ASR) performance degrades sharply on dysarthric speech, yet how disordered articulation reshapes a model's internal representations is underexplored.…
cs.CL2026
IRIS: Interleaved Reinforcement with Incremental Staged Curriculum for Cross-Lingual Mathematical Reasoning
Navya Gupta, Rishitej Reddy Vyalla, Avinash Anand +8
Curriculum learning helps language models tackle complex reasoning by gradually increasing task difficulty. However, it often fails to generate consistent step-by-step reasoning, e…