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Search-on-Graph: Iterative Informed Navigation for Large Language Model Reasoning on Knowledge Graphs

arXiv:2510.08825v1 Announce Type: new Abstract: Large language models (LLMs) have demonstrated impressive reasoning abilities yet...

Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs

arXiv:2505.11277v3 Announce Type: replace Abstract: Large language models have demonstrated impressive reasoning capabilities but are...

SEA-LION: Southeast Asian Languages in One Network

arXiv:2504.05747v3 Announce Type: replace Abstract: Recently, Large Language Models (LLMs) have dominated much of the...

SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models

arXiv:2508.15648v1 Announce Type: new Abstract: Large Language Models (LLMs) excel at various natural language processing...

Scoring Verifiers: Evaluating Synthetic Verification for Code and Reasoning

arXiv:2502.13820v3 Announce Type: replace-cross Abstract: Synthetic verification techniques such as generating test cases and reward...

Scientists’ First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning

arXiv:2506.10521v2 Announce Type: replace-cross Abstract: Scientific discoveries increasingly rely on complex multimodal reasoning based on...

Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation

arXiv:2504.02438v5 Announce Type: replace Abstract: Long-form video processing fundamentally challenges vision-language models (VLMs) due to...

Scaling Truth: The Confidence Paradox in AI Fact-Checking

arXiv:2509.08803v1 Announce Type: cross Abstract: The rise of misinformation underscores the need for scalable and...

Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis

arXiv:2505.13227v2 Announce Type: replace-cross Abstract: Graphical user interface (GUI) grounding, the ability to map natural...

ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing

arXiv:2506.19848v1 Announce Type: cross Abstract: This paper presents ScaleCap, an inference-time scalable image captioning strategy...

SAS: Simulated Attention Score

arXiv:2507.07694v1 Announce Type: new Abstract: The attention mechanism is a core component of the Transformer...

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