Automated Gradient-Driven Parameter Sharing for Low-Resource Multilingual Speech-to-Text Translation

arXiv:2603.25836 · cs.CL · Submitted 2026-03-26 · Read on arXiv

cs.CL

Submitted: 2026-03-26

Updated: 2026-09-17

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Clustering — 9× in this paper · explained in 2 episodes
Fine-Tuning — 9× in this paper · explained in 5 episodes
Alignment — 8× in this paper · explained in 1 episode
Ablation — 4× in this paper · explained in 1 episode
Core — 3× in this paper · explained in 2 episodes
Cross-lingual Transfer — 3× in this paper · explained in 2 episodes
Benchmark — 2× in this paper · explained in 2 episodes
Low-Resource Languages — 2× in this paper · explained in 4 episodes
Regularization — 2× in this paper · explained in 3 episodes
Transformer — 2× in this paper · explained in 2 episodes
Ablation study — 1× in this paper · explained in 1 episode
AdamW Optimizer — 1× in this paper · explained in 1 episode
Cosine Similarity — 1× in this paper · explained in 3 episodes
Feature Extraction — 1× in this paper · explained in 2 episodes
Generalization — 1× in this paper · explained in 13 episodes
Generative AI — 1× in this paper · explained in 2 episodes
Hallucination — 1× in this paper · explained in 3 episodes
Resource Constraints — 1× in this paper · explained in 3 episodes
Transformer Models — 1× in this paper · explained in 2 episodes

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