User Simulation
16 papers with code • 0 benchmarks • 0 datasets
Simulation of user interacting with a dialog system
Benchmarks
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Most implemented papers
Analyzing and Simulating User Utterance Reformulation in Conversational Recommender Systems
User simulation has been a cost-effective technique for evaluating conversational recommender systems.
BotSIM: An End-to-End Bot Simulation Toolkit for Commercial Task-Oriented Dialog Systems
BotSIM adopts a layered design comprising the infrastructure layer, the adaptor layer and the application layer.
UserSimCRS: A User Simulation Toolkit for Evaluating Conversational Recommender Systems
We present an extensible user simulation toolkit to facilitate automatic evaluation of conversational recommender systems.
Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical Cues
verena-hallitschke/pet-ct-annotate
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Recently, deep learning enabled the accurate segmentation of various diseases in medical imaging.
User Behavior Simulation with Large Language Model based Agents
Simulating high quality user behavior data has always been a fundamental problem in human-centered applications, where the major difficulty originates from the intricate mechanism of human decision process.
Investigating the Robustness of Counterfactual Learning to Rank Models: A Reproducibility Study
diligentspring/investigating-the-robustness-of-counterfactual-learning-to-rank-models
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Counterfactual learning to rank (CLTR) has attracted extensive attention in the IR community for its ability to leverage massive logged user interaction data to train ranking models.
