Wenxuan Ding
@wenxuand.bsky.social
📤 23
📥 12
📝 8
CS PhD student at NYU
https://wenwen-d.github.io/
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Agents interact with environments to get information. But exploration (tools, retrieval, user interaction) is costly. Calibrate-Then-Act allows LLM agents to balance exploration and cost: 📐 Estimate uncertainty about the environment 💭 Reason about cost-uncertainty tradeoffs ⚙️ Act accordingly
3 months ago
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Wenxuan Ding
Manya Wadhwa
2 months ago
⚛️ Introducing CREATE, a benchmark for creative associative reasoning in LLMs. Making novel, meaningful connections is key for scientific & creative works. We objectively measure how well LLMs can do this. 🧵👇
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Agents interact with environments to get information. But exploration (tools, retrieval, user interaction) is costly. Calibrate-Then-Act allows LLM agents to balance exploration and cost: 📐 Estimate uncertainty about the environment 💭 Reason about cost-uncertainty tradeoffs ⚙️ Act accordingly
3 months ago
1
17
7
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