arXiv Artificial IntelligenceChartAnno: Evaluating MLLMs for Chart Annotation Generation
arXiv:2608.03464v1 Announce Type: new Abstract: Multimodal large language models (MLLMs) have made…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceLeanMem: Simple and Efficient Long-Term Memory for LLM Agents
arXiv:2608.03463v1 Announce Type: new Abstract: Long-term memory is essential for LLM-based agents to sustain…
arXiv Artificial IntelligenceSolver-Aware Decompositions for Programming-by-Example: When Dividing Requires Knowing how to Conquer
arXiv:2608.03461v1 Announce Type: new Abstract: Decomposition-based Programming-by-example (PBE) scales…
arXiv Artificial IntelligenceLLaDA MoE v2: Scaling Mixture-of-Experts Diffusion Language Models
arXiv:2608.03457v1 Announce Type: new Abstract: Diffusion language models (dLLMs) offer an alternative to…
arXiv Artificial IntelligenceDataSpace: Benchmarking Data Agents for Verifiable Analytics over Heterogeneous Workspaces
arXiv:2608.03451v1 Announce Type: new Abstract: Data agents enable natural-language analytics over…
arXiv Artificial IntelligenceTowards Improving Sequential Decision-Making in LLM Agents via Experience Memory
arXiv:2608.03420v1 Announce Type: new Abstract: Large language models have improved substantially on…
arXiv Artificial IntelligenceAI World Cup 2026: Benchmarking Large Language Models for End-to-End Football Tournament Prediction
arXiv:2608.03416v1 Announce Type: new Abstract: Large language models (LLMs) are now regularly asked to…
arXiv Artificial IntelligenceEnactive Artificial Intelligence: A Decision-Centric Architecture for Complex Systems
arXiv:2608.03413v1 Announce Type: new Abstract: As artificial intelligence (AI) continues to evolve and…
arXiv Artificial IntelligenceTowards Robust Tool Use in Agents via Experience-Driven Adaptive Guidance
arXiv:2608.03403v1 Announce Type: new Abstract: The performance bottleneck of agents is increasingly shifting…
arXiv Artificial IntelligenceMMLongBench-Doc-V2: A Corrected-Annotation, Semantics-Aware Revision of MMLongBench-Doc
arXiv:2608.03397v1 Announce Type: new Abstract: MMLongBench-Doc is a long-document QA benchmark of 1,082…
arXiv Artificial IntelligenceTraceable Multi-Agent System for Knowledge-Based Forecasting
arXiv:2608.03339v1 Announce Type: new Abstract: Enterprise forecasting increasingly relies on autonomous…
arXiv Artificial IntelligenceLong-term Traffic Scene Prediction via Polynomial Representations in Autonomous Driving
arXiv:2608.03330v1 Announce Type: new Abstract: This thesis addresses fundamental challenges in traffic scene…
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