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  1. Mapping Discourse Reframing: A Multi-Layer Network Approach to Italian HPV Vaccine Discourse on X (2010-2024)

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  2. Synthetic Users, Real Differences: an Evaluation Framework for User Simulation in Multi-Turn Conversations

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  3. Beating the Style Detector: Three Hours of Agentic Research on the AI-Text Arms Race

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  4. Dependency Parsing Across the Resource Spectrum: Evaluating Architectures on High and Low-Resource Languages

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  5. SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures

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  6. Revisiting Semantic Role Labeling: Efficient Structured Inference with Dependency-Informed Analysis

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  7. A multilingual hallucination benchmark: MultiWikiQHalluA

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  8. Tibetan-TTS:Low-Resource Tibetan Speech Synthesis with Large Model Adaptation

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  9. Shadow-Loom: Causal Reasoning over Graphical World Model of Narratives

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  10. Accurate Legal Reasoning at Scale: Neuro-Symbolic Offloading and Structural Auditability for Robust Legal Adjudication

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  11. OpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories

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  12. EQUITRIAGE: A Fairness Audit of Gender Bias in LLM-Based Emergency Department Triage

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  13. Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments

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  14. Feature-Augmented Transformers for Robust AI-Text Detection Across Domains and Generators

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  15. The Counterexample Game: Iterated Conceptual Analysis and Repair in Language Models

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  16. Atomic Fact-Checking Increases Clinician Trust in Large Language Model Recommendations for Oncology Decision Support: A Randomized Controlled Trial

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  17. CC-OCR V2: Benchmarking Large Multimodal Models for Literacy in Real-world Document Processing

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  18. Correct Is Not Enough: Training Reasoning Planners with Executor-Grounded Rewards

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  19. MCJudgeBench: A Benchmark for Constraint-Level Judge Evaluation in Multi-Constraint Instruction Following

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  20. Reproducing Complex Set-Compositional Information Retrieval

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