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Introducing gemini 2.0: our new ai model for the agentic era, December 2024

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cs.AI 1

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2025 1

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UNVERDICTED 1

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Beyond Syntax: Action Semantics Learning for App Agents

cs.AI · 2025-06-21 · unverdicted · novelty 7.0

Action Semantics Learning trains app agents to align with the semantic effects of actions via a Semantic Estimator module, improving robustness to out-of-distribution scenarios over syntax-matching fine-tuning.

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  • Beyond Syntax: Action Semantics Learning for App Agents cs.AI · 2025-06-21 · unverdicted · none · ref 31

    Action Semantics Learning trains app agents to align with the semantic effects of actions via a Semantic Estimator module, improving robustness to out-of-distribution scenarios over syntax-matching fine-tuning.