arXiv Artificial IntelligenceEMRB: A Multi-Level Benchmark for Evaluating LLM Reasoning over Raw Electromagnetic Signals
arXiv:2608.24086v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used as code…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceAgentWorld: Personality-Aware Reliability Evaluation for Agentic Information Retrieval
arXiv:2608.24076v2 Announce Type: new Abstract: Evaluation of agentic information retrieval remains limited…
arXiv Artificial IntelligenceCompression Trinity: Exploring Sparsity, Quantization, and Low-Rank Approximations for LLM Compression
arXiv:2608.24070v1 Announce Type: new Abstract: Prohibitive computational and environmental costs impede the…
arXiv Artificial IntelligencePoisoning Agentic Alpha: Adversarial Vulnerabilities Across Roles and Architectures in Multi-Agent Trading Systems
arXiv:2608.24069v1 Announce Type: new Abstract: LLM-based multi-agent trading systems, in which specialized…
arXiv Artificial IntelligenceAlgorithmic Impact Reveals the Hidden Social Choice Structure of Alignment
arXiv:2608.24046v1 Announce Type: new Abstract: When an AI algorithm makes decisions that affect more than…
arXiv Artificial IntelligenceRelative Time Intervals Representation for Word-level Timestamping with Masked Training
arXiv:2608.24041v1 Announce Type: new Abstract: Although Speech Large Language Models (SpeechLLMs) excel at…
arXiv Artificial IntelligenceBeyond Confidence: Test-Time Scaling for Multi-Turn Search Agents via Retrieval Grounding
arXiv:2608.24024v1 Announce Type: new Abstract: Confidence-based voting aggregates parallel LLM rollouts by…
arXiv Artificial IntelligenceReflection with Action-Induced Visual Differences for Desktop GUI Agents
arXiv:2608.24015v1 Announce Type: new Abstract: The Planner-Operator-Reflector (POR) framework is widely used…
arXiv Artificial IntelligenceIncorporating Cognitive Load and Knowledge Transfer for Multi-Domain Knowledge Tracing
arXiv:2608.24005v1 Announce Type: new Abstract: Knowledge Tracing (KT) aims to assess students' dynamic…
arXiv Artificial IntelligenceDiverse by Reasoning: Harnessing the Wisdom of LLM Crowds for Future Prediction
arXiv:2608.24001v2 Announce Type: new Abstract: Large language models (LLMs) are increasingly used for future…
arXiv Artificial IntelligenceMemory Is Not Always Needed: Characterizing Conditional Memory in Scientific Reasoning
arXiv:2608.23982v1 Announce Type: new Abstract: Scientific reasoning requires language models to retrieve…
arXiv Artificial IntelligenceRules Before Oracles: Auditable, User-Configurable Argument Selection for Deliberative Polling
arXiv:2608.23979v1 Announce Type: new Abstract: In a deliberative poll, once submissions outnumber what…
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