作者位次 #4/6ICLR 2026Poster· Reinforcement Learning / Multi-agent
GuidedSampling: Steering LLMs Towards Diverse Candidate Solutions at Inference-Time
Divij Handa · Mihir Parmar · Aswin RRV · Md Nayem Uddin · Hamid Palangi · Chitta Baral
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Divij Handa · Mihir Parmar · Aswin RRV · Md Nayem Uddin · Hamid Palangi · Chitta Baral
Md Nayem Uddin · Kumar Shubham · Eduardo Blanco · Chitta Baral · Gengyu Wang
Personalized agents that interact with users over long periods must maintain persistent memory across sessions and update it as circumstances change. However, existing benchmarks predominantly frame long-term memory evaluation as fact retrieval from past conversations, providing limited insight i...