Author

Dai-Meng Wei

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#natural language process... Preprint Sep 2026

M-SQE: Multilingual Skill Quality Estimation for Enhancing Language Equality in Agentic Skill Use

Agent skills, reusable procedural documents that extend LLM agents beyond their parametric memory, have become an important interface for deploying agents on real-world tasks. Community-maintained skill libraries built around this interface are growing rapidly. However, this ecosystem remains deeply English-centric: ou...

Yi-Lun Liu, Shi-Min Tao, Ming-Gui He et al. · 0 citations

#natural language process... Preprint Sep 2026

EviSI: An Evidence-Based Evaluation Agent for Simultaneous Interpreting

EviSI, a large language model evaluation agent combining Multidimensional Quality Metrics (MQM) with criteria developed with professional interpreters, is proposed, showing positive system ranking correlations with COMET throughout.

Ben Yan, Zong-Yao Li, Xiao-Yu Chen et al. · 0 citations

#natural language process... Preprint May 2026

Unlocking Fine-Grained Translation Quality Estimation in LRMs through Mutually Boosting Implicit and Explicit Reasoning

This paper proposes a simple two-stage training framework that enables the mutually boosting of implicit (layer-wise) and explicit (token-wise) reasoning capabilities, and provides evidence for the mutually boosting between implicit and explicit reasoning.

R. Dang, X. Wang, Zhejian Lai et al. · 0 citations