activity
20102023
most citedOn MMSE and MAP Denoising Under Sparse Representation Modeling Over a Unitary Dictionary

32 citations · 116 across the 12 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.CL2020

Multi-timescale Representation Learning in LSTM Language Models

Shivangi Mahto, Vy A. Vo, Javier S. Turek +1

Language models must capture statistical dependencies between words at timescales ranging from very short to very long. Earlier work has demonstrated that dependencies in natural l…

cs.CL2020

Selecting Informative Contexts Improves Language Model Finetuning

Richard Antonello, Nicole Beckage, Javier Turek +1

Language model fine-tuning is essential for modern natural language processing, but is computationally expensive and time-consuming. Further, the effectiveness of fine-tuning is li…