Evo-velocity: Protein language modeling accelerates the study of evolution.
Sign Up to like & getrecommendations! Published in 2022 at "Cell systems"
DOI: 10.1016/j.cels.2022.03.004
Abstract: Understanding how protein sequences have evolved is one of the defining challenges in modern biology. In this issue of Cell Systems, Hie et al. describe a novel phylogenetic approach, dubbed "evo-velocity," that exploits protein language modeling… read more here.
Keywords: evo velocity; protein language; language modeling;
Reversible Linguistic Steganography With Bayesian Masked Language Modeling
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Computational Social Systems"
DOI: 10.1109/tcss.2022.3162233
Abstract: Text authentication serves a vital role in the defense of digital identity and content against various types of cybercrime. The use of a digital signature is a common cryptographic technique for text authentication. Linguistic steganography… read more here.
Keywords: reversible linguistic; language; language modeling; masked language ... See more keywords
Generalized Hierarchical Word Sequence Framework for Language Modeling
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Information Processing"
DOI: 10.5715/jnlp.24.395
Abstract: Language modeling is a fundamental research problem that has wide application for many NLP tasks. For estimating probabilities of natural language sentences, most research on language modeling use n-gram based approaches to factor sentence probabilities.… read more here.
Keywords: generalized hierarchical; hierarchical word; language modeling; word ... See more keywords