Research
Mitigating Capability Degradation in LLM Self-Improvement via Representation Geometry Regularization (opens in a new tab)
arXiv cs.AI ·
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Beyond Semantic IDs: Finite-Beam Reachability and Continuous-Query Generation in Generative Recommendation (opens in a new tab)
arXiv cs.AI ·
Research
Know What You Don't Know: Agentic Data Synthesis by Evolving Generation Space for Closed-Loop Learning (opens in a new tab)
arXiv cs.AI ·
Research
Teaching neural decoders with language (opens in a new tab)
arXiv cs.AI ·
Research
EliteTable: Self-Improving Program Search for Executable Control Policies (opens in a new tab)
arXiv cs.AI ·
Research
Mind the Spatial Gap: A Benchmark for Geospatial Reasoning and Constrained Spatial Editing (opens in a new tab)
arXiv cs.AI ·
Research
CLEAT: Learning Value-Guided Clarification for Interactive Agents (opens in a new tab)
arXiv cs.AI ·
Research
Work2Skill: Capturing Human GUI Experience for Reusable Agent Skill Induction (opens in a new tab)
arXiv cs.AI ·
Research
Beyond Binary Verifiable Rewards: Behavioral Self-Rewarding for SWE Agents (opens in a new tab)
arXiv cs.AI ·