Fine-Tuning BERT for Multi-Label Sentiment Analysis in Unbalanced Code-Switching Text
IEEE Access, 2020 Previous research on sentiment analysis mainly focuses on binary or ternary sentiment analysis in monolingual texts. However, in today's social media such as micro-blogs, emotions are often expressed in bilingual or multilingual text called code ...
Tiancheng Tang +2 more
doaj +2 more sources
label.switching: An R Package for Dealing with the Label Switching Problem in MCMC Outputs [PDF]
Journal of Statistical Software, 2016 Label switching is a well-known and fundamental problem in Bayesian estimation of mixture or hidden Markov models. In case that the prior distribution of the model parameters is the same for all states, then both the likelihood and posterior distribution
Panagiotis Papastamoulis
doaj +2 more sources
A track-before-detect labelled multi-Bernoulli particle filter with label switching [PDF]
arXiv.org, 2016 This paper presents a multitarget tracking particle filter (PF) for general track-before-detect measurement models. The PF is presented in the random finite set framework and uses a labelled multi-Bernoulli approximation.
García-Fernández, Ángel F.
core +2 more sources
Implementasi Jaringan VPN dengan Routing Protocol terhadap Jaringan Multiprotocol Label Switching (MPLS) [PDF]
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi), 2019 The convergence of the internet and telecommunications is growing, with applications in it increasingly dependent on the availability of large bandwidth, with its QoS settings requiring networks and elements in them that provide full support for data ...
Fathurrahmad Fathurrahmad, Salman Yusuf
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Generalized Labels for the Flexi-Grid in Lambda Switch Capable (LSC) Label Switching Routers [PDF]
Request for Comments, 2015 GMPLS supports the description of optical switching by identifying entries in fixed lists of switchable wavelengths (called grids) through the encoding of lambda labels. Work within the ITU-T Study Group 15 has defined a finer-granularity grid, and the facility to flexibly select different widths of spectrum from the grid.
Farrel, A. +3 more
openaire +2 more sources
Effects of Switching to the Tobacco Heating System 2.2 Menthol, Smoking Abstinence, or Continued Cigarette Smoking on Biomarkers of Exposure: A Randomized, Controlled, Open-Label, Multicenter Study in Sequential Confinement and Ambulatory Settings (Part 1) [PDF]
Nicotine & Tobacco Research, 2016 Introduction The menthol Tobacco Heating System 2.2 (mTHS) is a newly developed candidate modified-risk tobacco product intended to reduce exposure to the harmful and potentially harmful constituents (HPHCs) of conventional cigarette (CC) smoke.
Frank Lüdicke +6 more
openalex +2 more sources
Dealing With Label Switching in Mixture Models
Journal of the Royal Statistical Society Series B: Statistical Methodology, 2000 Summary In a Bayesian analysis of finite mixture models, parameter estimation and clustering are sometimes less straightforward than might be expected. In particular, the common practice of estimating parameters by their posterior mean, and summarizing joint posterior distributions by marginal distributions, often leads to nonsensical ...
M. Stephens
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Multiprotocol Label Switching Architecture [PDF]
Request for Comments, 2001 E. Rosen, A. Viswanathan, R. Callon
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Brief Report: Resolution of Neuropsychiatric Adverse Events After Switching to a Doravirine-Based Regimen in the Open-Label Extensions of the DRIVE-AHEAD and DRIVE-FORWARD Trials. [PDF]
J Acquir Immune Defic SyndrMoyle G +5 more
europepmc +2 more sources
Effects of Switching to the Menthol Tobacco Heating System 2.2, Smoking Abstinence, or Continued Cigarette Smoking on Clinically Relevant Risk Markers: A Randomized, Controlled, Open-Label, Multicenter Study in Sequential Confinement and Ambulatory Settings (Part 2) [PDF]
Nicotine & Tobacco Research, 2017 Introduction Modified-risk tobacco products are expected to reduce exposure to harmful and potentially harmful constituents of cigarette smoke, and ultimately reduce the health burden of smoking-related diseases.
Frank Lüdicke +6 more
openalex +2 more sources