A Dual-Hypothesis Reasoning Framework for LLM Guardrails
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Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Age…
FlowBlock: Wavefront-Parallel Decoding for Self-Correcting Diffusion Language Models
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OntoExtend: A Framework for Requirement-driven and Scalable Ontology Extension with LLMs
SAGE: Subgoal-Conditioned Action Generation for Latent World Model Planning
PAMD: Structured Adaptive Distances for Bisimulation Representations in Visual Reinforcem…
Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective
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The Shared Discovery Paradox: How a One-Answer Rule Turns Better Information into Worse S…
Judge-dependent safety gains and model-specific helpfulness costs of evidence-sufficiency…
Can We Break LLMs Out of Self-Loops? Fine-Grained Reasoning Control with Activation Steer…
SGA: Plug&Play Geometric Verification for Educational Video Synthesis
Logical Judgments Under Pressure: Diagnosing Syllogistic Stability with Learned Soft Pref…
What Makes Linguistic Representations Good Models of High-Level Visual Perception in the …
Fully-sensorized smart-eyewear platform for on-device Machine Learning
TRACE: Trajectory-Based Safety Patch Learning for LLM Post-Training Realignment
RobustMAD: Evaluating Real-World Robustness of Multimodal Small Language Models for Deplo…
CIGPO: Contextual Information-Gain Policy Optimization for Multi-Turn Evidence-Reading LL…
Let the Data Decide: Supervision Analysis, Capability Trade-offs, and Adaptive Objective …