Latent-Space Intervention for Cross-Lingual Factual Consistency: Consistency Improvements without Accuracy Drops

arXiv:2608.28860 · cs.CL · Submitted 2026-08-28 · Read on arXiv

cs.CL

Submitted: 2026-08-28

Updated: 2026-09-06

Terminology

Alignment — 41× in this paper · explained in 1 episode
Accuracy — 40× in this paper · explained in 1 episode
Consistency — 34× in this paper · explained in 3 episodes
Latent Space — 23× in this paper · explained in 7 episodes
Cosine Similarity — 11× in this paper · explained in 3 episodes
Benchmark — 6× in this paper · explained in 2 episodes
Transformer — 6× in this paper · explained in 2 episodes
Ablation — 3× in this paper · explained in 1 episode
Empirical Methods in Natural Language Processing — 3× in this paper
Latent Representation — 3× in this paper · explained in 2 episodes
Latent Representations — 3× in this paper · explained in 3 episodes
Cross-lingual Transfer — 2× in this paper · explained in 2 episodes
In-Context Learning — 2× in this paper · explained in 4 episodes
Steering — 2× in this paper · explained in 2 episodes
AdamW Optimizer — 1× in this paper · explained in 1 episode
Clustering — 1× in this paper · explained in 2 episodes
Decode — 1× in this paper · explained in 2 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
Redundancy — 1× in this paper · explained in 2 episodes
Representation Learning — 1× in this paper · explained in 2 episodes

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