1 citations · 1 across the 5 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.CL2024
Transforming Slot Schema Induction with Generative Dialogue State Inference
James D. Finch, Boxin Zhao, Jinho D. Choi
The challenge of defining a slot schema to represent the state of a task-oriented dialogue system is addressed by Slot Schema Induction (SSI), which aims to automatically induce sl…
cs.CL2024
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking
James D. Finch, Jinho D. Choi
We demonstrate substantial performance gains in zero-shot dialogue state tracking (DST) by enhancing training data diversity through synthetic data generation. Existing DST dataset…