2 citations · 4 across the 10 of their papers we have counts for
3 papers · 1 filter
Confidence Reasoning Graphs: Structured Confidence Estimation for LLM Agents
Brendan King, Farima Fatahi Bayat, Jean-Flavien Bussotti +2
When using an LLM agent in a consequential domain, making an informed decision about whether to trust its output or intervene requires calibrated confidence in the agent's success.…
MAWILE: Multi-Axis Workbench for Inspecting LLM Evaluators
Jackson Hassell, Farima Fatahi Bayat, Pouya Pezeshkpour +1
Large language model (LLM) judges provide a flexible and scalable method for evaluating model and agent outputs, but their verdicts can be sensitive to incidental changes in the ev…
Blue Data Intelligence Layer: Streaming Data and Agents for Multi-source Multi-modal Data-Centric Applications
Moin Aminnaseri, Farima Fatahi Bayat, Nikita Bhutani +17
NL2SQL systems aim to address the growing need for natural language interaction with data. However, real-world information rarely maps to a single SQL query because (1) users expre…