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Artem Shelmanov
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Artem Shelmanov15 visible / 15 total nodes / 43 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipArtem ShelmanovAArtem ShelmanovResearcherUncertainty Quantification for Large Language Diffusion ModelsWUncertainty Quantificat...preprint / 2026Position: agentic AI orchestration should be Bayes-consistentWPosition: agentic AI or...preprint / 2026Artem VazhentsevAArtem VazhentsevResearcherDavid LiADavid LiResearcherVladislav SmirnovAVladislav SmirnovResearcherMaxim PanovAMaxim PanovResearcherTimothy BaldwinATimothy BaldwinResearcherActive Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty EstimatesWActive Learning for Seq...preprint / 2021Computation and LanguageTComputation and Language14115 worksNeural Entity Linking: A Survey of Models Based on Deep LearningWNeural Entity Linking: ...preprint / 2022Towards Computationally Feasible Deep Active LearningWTowards Computationally...preprint / 2022Word Sense Disambiguation for 158 Languages using Word Embeddings OnlyWWord Sense Disambiguati...preprint / 2020NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic RegularizationWNeuralSympCheck: A Symp...preprint / 2022Active Learning for Abstractive Text SummarizationWActive Learning for Abs...preprint / 2023
Person14 links

Artem Shelmanov

Researcher

PaperUncertainty Quantification for Large Language Diffusion ModelsAuthorship / preprint / 2026PaperPosition: agentic AI orchestration should be Bayes-consistentAuthorship / preprint / 2026PersonArtem VazhentsevCo-authorship / ResearcherPersonDavid LiCo-authorship / ResearcherPersonVladislav SmirnovCo-authorship / ResearcherPersonMaxim PanovCo-authorship / ResearcherPersonTimothy BaldwinCo-authorship / ResearcherPaperActive Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty EstimatesAuthorship / preprint / 2021

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