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Longyue Wang

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• STAR : Sentence Translation Alignment Rate for Document-to-Document Machine Translation
• BiasScope: Towards Automated Detection of Bias in LLM-as-a-Judge Evaluation
• Table-as-Search: Formulate Long-Horizon Agentic Information Seeking as Table Completion
• A State-Transition Framework for Efficient LLM Reasoning
• Vectra: A New Metric, Dataset, and Model for Visual Quality Assessment in E-Commerce In-Image Machine Translation
• Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs
• Spurious Rewards Paradox: Mechanistically Understanding How RLVR Activates Memorization Shortcuts in LLMs
• HSCodeComp: A Realistic and Expert-level Benchmark for Deep Search Agents in Hierarchical Rule Application
• $M^2PO$: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation
• Beyond Black-Box Interventions: Latent Probing for Faithful Retrieval-Augmented Generation