MoDiCoL: A Modular Diagnostic Continual Learning Dataset for Robust Speech Recognition

arXiv:2606.14459 · cs.CL, cs.AI, cs.SD · Submitted 2026-06-12 · Read on arXiv

cs.CL, cs.AI, cs.SD

Submitted: 2026-06-12

Updated: 2026-06-12

Terminology

• Continual Learning — 4× in this paper · explained in 2 episodes
• Robustness — 3× in this paper · explained in 5 episodes
• Benchmark — 2× in this paper · explained in 2 episodes
• Automatic Speech Recognition (ASR) — 1× in this paper · explained in 2 episodes
• Distribution Shift — 1× in this paper · explained in 8 episodes
• Distribution Shifts — 1× in this paper · explained in 2 episodes

Related papers

• Exploring Solution Divergence and Its Effect on Large Language Model Problem Solving
• Ishigaki-IDS-Bench: A Benchmark for Generating Information Delivery Specification from BIM Information Requirements
• Subliminal Steering: Stronger Encoding of Hidden Signals
• MedStruct-S: A Benchmark for Key Discovery, Key-Conditioned QA and Semi-Structured Extraction from OCR Clinical Reports
• The End of Transformers? On Challenging Attention and the Rise of Sub-Quadratic Architectures
• Untangling the Mechanisms of Misleading Context in Medical Question Answering