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Beyond Negative Rollouts: Positive-Only Policy Optimization with Implicit Negative Gradients
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Cited but Not Verified: Parsing and Evaluating Source Attribution in LLM Deep Research Agents
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Parser agreement and disagreement in L2 Korean UD: Implications for human-in-the-loop annotation
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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MASPO: Joint Prompt Optimization for LLM-based Multi-Agent Systems
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Algospeak, Hiding in the Open: The Trade-off Between Legible Meaning and Detection Avoidance
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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SkillOS: Learning Skill Curation for Self-Evolving Agents
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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PairAlign: A Framework for Sequence Tokenization via Self-Alignment with Applications to Audio Tokenization
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Long Context Pre-Training with Lighthouse Attention
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Efficient Pre-Training with Token Superposition
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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The Frequency Confound in Language-Model Surprisal and Metaphor Novelty
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Cubit: Token Mixer with Kernel Ridge Regression
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Litespark Inference on Consumer CPUs: Custom SIMD Kernels for Ternary Neural Networks
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Patch-Effect Graph Kernels for LLM Interpretability
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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Towards Emotion Consistency Analysis of Large Language Models in Emotional Conversational Contexts
Published in ArXiv cs.CL Recent Papers (2026)Subjects: “…Civil & Construction…”
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123D: Unifying Multi-Modal Autonomous Driving Data at Scale
Published in ArXiv cs.CV Recent Papers (2026)Subjects: “…Civil & Construction…”
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EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction
Published in ArXiv cs.CV Recent Papers (2026)Subjects: “…Civil & Construction…”
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Proxy3D: Efficient 3D Representations for Vision-Language Models via Semantic Clustering and Alignment
Published in ArXiv cs.CV Recent Papers (2026)Subjects: “…Civil & Construction…”
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