1 code implementation • 28 Jan 2024 • Rohan Kapur, Logan Hallee, Arjun Patel, Bohdan Khomtchouk
Notably, our MoE variants, equipped with $N$ experts, achieve the efficacy of $N$ individual models, heralding a new era of versatile, One-Size-Fits-All transformer networks for various tasks.
1 code implementation • 30 Nov 2018 • Bohdan Khomtchouk, Shyam Sudhakaran
Zipf's law predicts a power-law relationship between word rank and frequency in language communication systems and has been widely reported in a variety of natural language processing applications.
2 code implementations • 13 Jun 2018 • Xi Cheng, Bohdan Khomtchouk, Norman Matloff, Pete Mohanty
Despite the success of neural networks (NNs), there is still a concern among many over their "black box" nature.