27 citations · 35 across the 11 of their papers we have counts for
3 papers · 1 filter
Investigating the effect of Mental Models in User Interaction with an Adaptive Dialog Agent
Lindsey Vanderlyn, Dirk Väth, Ngoc Thang Vu
Mental models play an important role in whether user interaction with intelligent systems, such as dialog systems is successful or not. Adaptive dialog systems present the opportun…
Towards a Zero-Data, Controllable, Adaptive Dialog System
Dirk Väth, Lindsey Vanderlyn, Ngoc Thang Vu
Conversational Tree Search (Väth et al., 2023) is a recent approach to controllable dialog systems, where domain experts shape the behavior of a Reinforcement Learning agent throug…
Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings
Wei Zhou, Heike Adel, Hendrik Schuff +1
Attribution scores indicate the importance of different input parts and can, thus, explain model behaviour. Currently, prompt-based models are gaining popularity, i.a., due to thei…