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• Sample Efficient Deep Reinforcement Learning for Dialogue Systems with Large Action Spaces
  2018
• TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking
  2020
• Out-of-Task Training for Dialog State Tracking Models
  2020
• Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems
  2021
• Dialogue Term Extraction using Transfer Learning and Topological Data Analysis
  2022
• Dialogue Evaluation with Offline Reinforcement Learning
  2022
• ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity?
  2023
• Speech-based Slot Filling using Large Language Models
  2023
• Local Topology Measures of Contextual Language Model Latent Spaces With Applications to Dialogue Term Extraction
  2024