arXiv Artificial IntelligenceTree-of-Ideas: Automated Research Ideation via Cross-Trajectory Reasoning over Scholarly Evolution
arXiv:2608.10740v1 Announce Type: new Abstract: Effective research ideation requires moving beyond a static…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceSelf-Correcting Long-Horizon Search Agents via Tree-Structured Memory
arXiv:2608.10676v1 Announce Type: new Abstract: Large language model (LLM)-based search agents answer…
arXiv Artificial IntelligenceREDAgentBench: Executable Red Teaming and Faithful Measurement of LLM Agent Systems
arXiv:2608.10669v1 Announce Type: new Abstract: Large language model (LLM) agents combine language-based…
arXiv Artificial IntelligenceFITTER: Vocabulary-Agnostic Cross-Domain Inference on Temporal Knowledge Graphs
arXiv:2608.10668v1 Announce Type: new Abstract: Temporal knowledge graphs are central to many uses of the…
arXiv Artificial IntelligenceVERDICT: Training-Free Step-Wise Verification of Multimodal Reasoning via Disagreement-Aware Consensus
arXiv:2608.10665v1 Announce Type: new Abstract: Multimodal large language models often generate reasoning…
arXiv Artificial IntelligenceOperationalising Relative Causal Knowledge: Backbone Identifiability from Private Reports on a Shared Outcome
arXiv:2608.10664v1 Announce Type: new Abstract: The Relativity of Causal Knowledge (RCK) explains how a…
arXiv Artificial IntelligenceDecision-Aware Approximation of Belief Functions for Evidential Combinatorial Optimization
arXiv:2608.10650v1 Announce Type: new Abstract: Reducing the number of focal elements of a mass function is…
arXiv Artificial IntelligenceCurate Before You Connect: Identity and Ontology Tagging in a Production Knowledge Graph
arXiv:2608.10644v1 Announce Type: new Abstract: Extraction produces candidate entities and relationships…
arXiv Artificial IntelligenceAgentic Instruction Data Selection: Let DataMaster Interpret Your Intent
arXiv:2608.10579v1 Announce Type: new Abstract: Although existing instruction data selection methods have…
arXiv Artificial IntelligenceDashArena: Benchmarking LLMs on Interactive Analytic Dashboard Generation
arXiv:2608.10567v1 Announce Type: new Abstract: Analytic dashboards combine coordinated views and…
arXiv Artificial IntelligenceReinforcement Learning-Based Laser Cutting Machine Parameter Optimization
arXiv:2608.10549v1 Announce Type: new Abstract: Achieving high accuracy in laser-based cutting of optical…
arXiv Artificial IntelligenceMeasuring Semantic Abstractness of SAE Features via Nonlocality
arXiv:2608.10537v1 Announce Type: new Abstract: Sparse autoencoders (SAEs) have helped uncover mechanistic…
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