164 citations · 515 across the 28 of their papers we have counts for
4 papers · 1 filter
Context-Aware Dialog Re-Ranking for Task-Oriented Dialog Systems
Junki Ohmura, Maxine Eskenazi
Dialog response ranking is used to rank response candidates by considering their relation to the dialog history. Although researchers have addressed this concept for open-domain di…
Multimodal Polynomial Fusion for Detecting Driver Distraction
Yulun Du, Chirag Raman, Alan W Black +2
Distracted driving is deadly, claiming 3,477 lives in the U.S. in 2015 alone. Although there has been a considerable amount of research on modeling the distracted behavior of drive…
Zero-Shot Dialog Generation with Cross-Domain Latent Actions
Tiancheng Zhao, Maxine Eskenazi
This paper introduces zero-shot dialog generation (ZSDG), as a step towards neural dialog systems that can instantly generalize to new situations with minimal data. ZSDG enables an…
Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation
Tiancheng Zhao, Kyusong Lee, Maxine Eskenazi
The encoder-decoder dialog model is one of the most prominent methods used to build dialog systems in complex domains. Yet it is limited because it cannot output interpretable acti…