A Framework for Accelerating Transformer-based Language Model on ReRAM-based Architecture
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"
DOI: 10.1109/tcad.2021.3121264
Abstract: Transformer-based language models have become the de-facto standard model for various NLP applications given the superior algorithmic performances. Processing a transformer-based language model on a conventional accelerator induces the memory wall problem, and the ReRAM-based… read more here.
Keywords: reram; language model; reram based; transformer based ... See more keywords
Transformer-Based Language-Person Search With Multiple Region Slicing
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3073718
Abstract: Language-person search is an essential technique for applications like criminal searching, where it is more feasible for a witness to provide language descriptions of a suspect than providing a photo. Most existing works treat the… read more here.
Keywords: based language; language; person; transformer based ... See more keywords
Automatic Scoring for Translations Based on Language Models
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/2171206
Abstract: With the development of English education, translation scoring has gradually become a time-consuming and energy-consuming task, and it is difficult to ensure objectivity because of the subjective factors in manual correcting. Due to the similarity… read more here.
Keywords: based language; translations based; automatic scoring; language models ... See more keywords
Language as a cue for social categorization in bilingual communities
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DOI: 10.1371/journal.pone.0276334
Abstract: This registered report article investigates the role of language as a dimension of social categorization. Our critical aim was to investigate whether categorization based on language occurs even when the languages coexist within the same… read more here.
Keywords: social categorization; based language; language; bilingual communities ... See more keywords