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LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Conformal Path Reasoning: Trustworthy Knowledge Graph Question Answering via Path-Level Calibration
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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CA-SQL: Complexity-Aware Inference Time Reasoning for Text-to-SQL via Exploration and Compute Budget Allocation
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Accurate and Efficient Statistical Testing for Word Semantic Breadth
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Uncertainty-Aware Structured Data Extraction from Full CMR Reports via Distilled LLMs
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Ask Early, Ask Late, Ask Right: When Does Clarification Timing Matter for Long-Horizon Agents?
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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How to Train Your Latent Diffusion Language Model Jointly With the Latent Space
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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How Value Induction Reshapes LLM Behaviour
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillation
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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CoCoReviewBench: A Completeness- and Correctness-Oriented Benchmark for AI Reviewers
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Beyond "I cannot fulfill this request": Alleviating Rigid Rejection in LLMs via Label Enhancement
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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KL for a KL: On-Policy Distillation with Control Variate Baseline
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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MatryoshkaLoRA: Learning Accurate Hierarchical Low-Rank Representations for LLM Fine-Tuning
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Measuring and Mitigating the Distributional Gap Between Real and Simulated User Behaviors
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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SCENE: Recognizing Social Norms and Sanctioning in Group Chats
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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GazeVLM: Active Vision via Internal Attention Control for Multimodal Reasoning
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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OrScale: Orthogonalised Optimization with Layer-Wise Trust-Ratio Scaling
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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A Comparative Analysis of Classical Machine Learning and Deep Learning Approaches for Sentiment Classification on IMDb Movie Reviews
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Beyond Confidence: Rethinking Self-Assessments for Performance Prediction in LLMs
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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PolySQL: Scaling Text-to-SQL Evaluation Across SQL Dialects via Automated Backend Isomorphism
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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