14 citations · 37 across the 6 of their papers we have counts for
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cs.CL2022★ 8 cited
Efficient Task-Oriented Dialogue Systems with Response Selection as an Auxiliary Task
Radostin Cholakov, Todor Kolev
The adoption of pre-trained language models in task-oriented dialogue systems has resulted in significant enhancements of their text generation abilities. However, these architectu…
cs.LG2022★ 14 cited
The GatedTabTransformer. An enhanced deep learning architecture for tabular modeling
Radostin Cholakov, Todor Kolev
There is an increasing interest in the application of deep learning architectures to tabular data. One of the state-of-the-art solutions is TabTransformer which incorporates an att…