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Ask-before-plan: Proactive language agents for real-world planning

1 Pith paper cite this work. Polarity classification is still indexing.

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cs.AI 1

years

2026 1

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UNVERDICTED 1

representative citing papers

PASK: Toward Intent-Aware Proactive Agents with Long-Term Memory

cs.AI · 2026-04-09 · unverdicted · novelty 4.0

PASK introduces the DD-MM-PAS paradigm for streaming proactive agents with intent-aware detection, hybrid memory modeling, and a new real-world benchmark where the IntentFlow model matches top LLMs on latency while finding deeper intents.

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  • PASK: Toward Intent-Aware Proactive Agents with Long-Term Memory cs.AI · 2026-04-09 · unverdicted · none · ref 31

    PASK introduces the DD-MM-PAS paradigm for streaming proactive agents with intent-aware detection, hybrid memory modeling, and a new real-world benchmark where the IntentFlow model matches top LLMs on latency while finding deeper intents.