BPE-Dropout: Simple and Effective Subword Regularization. - Ivan Provilkov; Dmitrii Emelianenko; Elena Voita (ACL, 2020)

Regression Prior Networks. - Andrey Malinin; Sergey Chervontsev; Ivan Provilkov; Mark J. F. Gales (CoRR, 2020)

Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation. - Ivan Provilkov; Andrey Malinin (EMNLP (1), 2021)

Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks. - Andrey Malinin; Neil Band; Yarin Gal; Mark J. F. Gales; Alexander Ganshin; German Chesnokov; Alexey Noskov; Andrey Ploskonosov; Liudmila Prokhorenkova; Ivan Provilkov; Vatsal Raina; Vyas Raina; et al. (NeurIPS Datasets and Benchmarks, 2021)

Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks. - Andrey Malinin; Neil Band; Alexander Ganshin; German Chesnokov; Yarin Gal; Mark J. F. Gales; Alexey Noskov; Andrey Ploskonosov; Liudmila Prokhorenkova; Ivan Provilkov; Vatsal Raina; Vyas Raina; et al. (CoRR, 2021)