Advancing Automated Speaking Assessment Leveraging Multifaceted Relevance and Grammar Information

arXiv:2506.16285 · cs.CL, cs.SD, eess.AS · Submitted 2025-06-19 · Read on arXiv

cs.CL, cs.SD, eess.AS

Submitted: 2025-06-19

Updated: 2026-09-11

Comments: Accepted by ISCA SLaTE-2025 Workshop

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

Terminology

Accuracy — 9× in this paper · explained in 1 episode
Embeddings — 8× in this paper · explained in 2 episodes
Ablation — 5× in this paper · explained in 1 episode
Transformer — 5× in this paper · explained in 2 episodes
Ablation Studies — 3× in this paper · explained in 1 episode
Ablation study — 2× in this paper · explained in 1 episode
Attention Mechanism — 2× in this paper · explained in 3 episodes
Cosine Similarity — 2× in this paper · explained in 3 episodes
Adaptation — 1× in this paper · explained in 1 episode
Alignment — 1× in this paper · explained in 1 episode
Core — 1× in this paper · explained in 2 episodes
Few-Shot Learning — 1× in this paper · explained in 4 episodes
General English Proficiency Test — 1× in this paper
Generalization — 1× in this paper · explained in 13 episodes
Hybrid Models — 1× in this paper · explained in 2 episodes
Language Training and Testing Center — 1× in this paper
Late Fusion — 1× in this paper · explained in 2 episodes
Meta-learning — 1× in this paper · explained in 2 episodes
Regularization — 1× in this paper · explained in 3 episodes
Self-Supervised Learning — 1× in this paper · explained in 8 episodes
Self-Supervised Learning (SSL) — 1× in this paper · explained in 4 episodes
Semantic Similarity — 1× in this paper · explained in 2 episodes

Sources

SERRANT: a syntactic classifier for English Grammatical Error Types

Related papers