Transformers predicting the future. Applying attention in next-frame and time series forecasting. - Radostin Cholakov; Todor Kolev (CoRR, 2021)

Efficient Task-Oriented Dialogue Systems with Response Selection as an Auxiliary Task. - Radostin Cholakov; Todor Kolev (ICNLSP, 2022)

The GatedTabTransformer. An enhanced deep learning architecture for tabular modeling. - Radostin Cholakov; Todor Kolev (CoRR, 2022)

Fast Matrix Multiplications for Lookup Table-Quantized LLMs. - Han Guo; William Brandon; Radostin Cholakov; Jonathan Ragan-Kelley; Eric P. Xing; Yoon Kim (EMNLP (Findings), 2024)

ImagiNet: A Multi-Content Dataset for Generalizable Synthetic Image Detection via Contrastive Learning. - Delyan Boychev; Radostin Cholakov (CoRR, 2024)