arXiv Artificial IntelligenceData Market Design through Deep Learning
arXiv:2310.20096v2 Announce Type: replace-cross Abstract: The data market design problem is a problem in…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceReading and Steering Representations of Materials-Science Mechanisms in an Open-Weight Language Model
arXiv:2607.20058v2 Announce Type: replace Abstract: Large language models can answer scientific questions…
arXiv Artificial IntelligencePCBWorld: A Benchmark Environment for Engine-Grounded PCB Design Automation
arXiv:2607.05915v3 Announce Type: replace Abstract: PCB routing is the task of connecting the nets of a board…
arXiv Artificial IntelligenceLearning to Select, Not Relearn: Hard-Routed Mixtures of Reasoning LoRAs
arXiv:2606.31413v3 Announce Type: replace Abstract: Composing independently trained LoRA adapters into a…
arXiv Artificial IntelligenceBeyond Compilation: Evaluating Faithful Natural-Language-to-Lean Statement Formalization
arXiv:2606.31002v2 Announce Type: replace Abstract: Lean verifies that a generated declaration is well typed…
arXiv Artificial IntelligenceSpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data
arXiv:2606.16276v3 Announce Type: replace Abstract: As large language models (LLMs) are increasingly deployed…
arXiv Artificial IntelligenceGeoNatureAgent Benchmark: Benchmarking LLM Agents for Environmental Geospatial Analysis Across Frontier and Open-Weight Foundation Models
arXiv:2606.12821v2 Announce Type: replace Abstract: Environmental scientists spend disproportionate effort on…
arXiv Artificial IntelligenceStatefulDiscovery: Evidence-Calibrated Claim Formation in Open-Ended Scientific Discovery
arXiv:2606.11851v2 Announce Type: replace Abstract: Open-ended scientific discovery asks agents to move…
arXiv Artificial IntelligenceAIP: A Graph Representation for Learning and Governing Agent Skills
arXiv:2606.04781v2 Announce Type: replace Abstract: Agent Skills today consist largely of free-form prose…
arXiv Artificial IntelligenceLarge AI Models in Dental Healthcare: From General-Purpose Systems to Domain-Specific Foundation Models
arXiv:2606.02914v3 Announce Type: replace Abstract: Background: Oral diseases affect nearly 3.5 billion…
arXiv Artificial IntelligenceCoMAP: Co-Evolving World Models and Agent Policies for LLM Agents
arXiv:2606.02372v2 Announce Type: replace Abstract: Equipping language agents with world models enables them…
arXiv Artificial IntelligenceRefusal Before Decoding: Detecting and Exploiting Refusal Signals in Intermediate LLM Activations
arXiv:2605.28553v2 Announce Type: replace Abstract: In this paper, we investigate whether refusal behavior…
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