When Can You Prune Your Network? A Study of Intermediate Neurons in Multilingual Speech Parsing

arXiv:2610.11520 · cs.CL · Submitted 2026-10-08 · Read on arXiv

cs.CL

Submitted: 2026-10-08

Updated: 2026-10-08

Code: https://github.com/minniekabra/SpeechParsing

Terminology

Accuracy — 8× in this paper · explained in 1 episode
Alignment — 7× in this paper · explained in 1 episode
Fine-Tuning — 6× in this paper · explained in 5 episodes
Universal Dependencies — 5× in this paper
Embeddings — 4× in this paper · explained in 2 episodes
European Language Resources Association — 3× in this paper
Centered Kernel Alignment — 2× in this paper
Domain Shift — 2× in this paper · explained in 4 episodes
Self-Supervised Learning — 2× in this paper · explained in 7 episodes
Word Error Rate — 2× in this paper
Core — 1× in this paper · explained in 2 episodes
Decode — 1× in this paper · explained in 2 episodes
Multimodal Dataset — 1× in this paper · explained in 2 episodes
Parameter Efficiency — 1× in this paper · explained in 3 episodes
Representation Learning — 1× in this paper · explained in 2 episodes
Resource Constraints — 1× in this paper · explained in 3 episodes
Transformer — 1× in this paper · explained in 2 episodes
Unlabeled Attachment Score — 1× in this paper

Sources

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