2 papers
cs.AI2025
Tracing the Traces: Latent Temporal Signals for Efficient and Accurate Reasoning
Martina G. Vilas, Safoora Yousefi, Besmira Nushi +2
Reasoning models improve their problem-solving ability through inference-time scaling, allocating more compute via longer token budgets. Identifying which reasoning traces are like…
cs.MM2024
"Is This It?": Towards Ecologically Valid Benchmarks for Situated Collaboration
Dan Bohus, Sean Andrist, Yuwei Bao +2
We report initial work towards constructing ecologically valid benchmarks to assess the capabilities of large multimodal models for engaging in situated collaboration. In contrast…