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Tokenization is associated with many poorly understood shortcomings in language models (LMs), yet remains an important component for long sequence scaling purposes. This work studies how tokenization impacts model performance by analyzing and compari
Externí odkaz:
http://arxiv.org/abs/2410.09303
State-of-the-art language models are autoregressive and operate on subword units known as tokens. Specifically, one must encode the conditioning string into a list of tokens before passing to the language models for next-token prediction. We show tha
Externí odkaz:
http://arxiv.org/abs/2406.16829
We propose two extensions to existing importance sampling based methods for lossy compression. First, we introduce an importance sampling based compression scheme that is a variant of ordered random coding (Theis and Ahmed, 2022) and is amenable to d
Externí odkaz:
http://arxiv.org/abs/2401.02609
Publikováno v:
The EuroBiotech Journal, Vol 8, Iss 4, Pp 184-194 (2024)
Distichochlamys benenica is a newly discovered plant belonging to the Distichochlamys family, which exerts many important biological activities. However, the anti-cancer, anti-inflammatory, and anti-oxidant effects of the crude (ME) and fractioned ex
Externí odkaz:
https://doaj.org/article/1df767b840a344918967b457b32898b1
We study causal, low-latency, sequential video compression when the output is subjected to both a mean squared-error (MSE) distortion loss as well as a perception loss to target realism. Motivated by prior approaches, we consider two different percep
Externí odkaz:
http://arxiv.org/abs/2305.19301
Autor:
Buu Kiem Dang, Thanh Thuc Dang
Publikováno v:
Economic Journal of Emerging Markets, Vol 16, Iss 2 (2024)
Purpose ― This paper aims to investigate the influence of economic freedom and its components, namely business freedom and trade freedom, on international tourist arrivals in Asian countries. Additionally, it examines the effect of important macroe
Externí odkaz:
https://doaj.org/article/746ef38abf5248a4b72f08485005a322
A comparison of farmers’ perceptions and meteorological data on climate change in northwestern Ghana
Autor:
Dramani Juah M-Buu File, Godwell Nhamo
Publikováno v:
Cogent Social Sciences, Vol 10, Iss 1 (2024)
Climate change is mostly perceived by smallholder farmers in terms of changes in weather elements such as rainfall and temperature. These changes are typically observed over time in an immediate environment. Studies have largely focused on examining
Externí odkaz:
https://doaj.org/article/e8fe0262a2c147dca6f0b12c0f9ee26b
Publikováno v:
Endocrine and Metabolic Science, Vol 16, Iss , Pp 100194- (2024)
Background: Previous studies have demonstrated that sertraline has a positive impact on improving depression; however, data on the prevalence and treatment outcomes of sertraline among patients with comorbid Type 2 diabetes mellitus and depression re
Externí odkaz:
https://doaj.org/article/93f3d24e81134357b3f1624eb5c7141b
Publikováno v:
Известия высших учебных заведений: Прикладная нелинейная динамика, Vol 32, Iss 3, Pp 294-304 (2024)
The aim of this work is to develop a compact finite-difference approach for modeling the dynamics of predator and prey based on reaction-diffusion-advection equations with variable coefficients. Methods. To discretize a spatially inhomogeneous proble
Externí odkaz:
https://doaj.org/article/bc39496704f047459e2cae742d649738
Autor:
James J. Yang, Anne Buu
Publikováno v:
Data Science in Science, Vol 3, Iss 1 (2024)
The Singular Spectrum Analysis (SSA) is a useful tool for extracting signals from noisy time series. However, the structural insights provided by SSA are significantly influenced by the choice of window length. While the conventional approach, recomm
Externí odkaz:
https://doaj.org/article/e9f8d693a567458cad675928b8cf4d02