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cs.AI2026
-Elicitation: Benchmarking multi-turn entity extraction in voice agents
Soham Ray, Victor Barres
Voice agents often need to collect names, addresses, identifiers, dates, and times exactly, yet end-to-end benchmarks obscure where capture fails. We introduce -Elicitation, a 2…
cs.AI2025
-Bench: Evaluating Conversational Agents in a Dual-Control Environment
Victor Barres, Honghua Dong, Soham Ray +2
Existing benchmarks for conversational AI agents simulate single-control environments, where only the AI agent can use tools to interact with the world, while the user remains a pa…